{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a64796c6-ed70-4a57-a72b-1d109ad86900",
   "metadata": {},
   "outputs": [],
   "source": [
    "from data_proc import *\n",
    "import librosa\n",
    "import numpy as np\n",
    "import torch\n",
    "from torch.utils.data import Dataset, DataLoader\n",
    "import os\n",
    "import torch.nn as nn\n",
    "from torch.nn.utils.rnn import pad_sequence, pack_padded_sequence, pad_packed_sequence\n",
    "import torch.optim as optim\n",
    "from train import * \n",
    "import soundfile as sf\n",
    "import yaml\n",
    "import soundfile as sf\n",
    "import IPython.display as ipd\n",
    "\n",
    "\n",
    "import sys\n",
    "sys.path.append('./hifigan')\n",
    "from hifigan_model import*\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "d32a7d84-2d34-4f38-b88d-e641a620bae0",
   "metadata": {},
   "outputs": [],
   "source": [
    "#dataloader, phone_dict  = get_DataLoader()\n",
    "dataloader, val_dataloader, phone_dict = get_train_val_DataLoader()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "806f19a4-14e7-4132-b3f1-233cfb7a3d85",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 获取一个批次的数据\n",
    "data_iter = iter(dataloader)\n",
    "batch = next(data_iter)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "3bc3d314-ba22-4f93-b958-cc4fed0e92c3",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "# # 打印检查数据\n",
    "# print(\"Mel Spectrogram Shape:\", batch['mel_spec'].shape)\n",
    "# print(\"Phones:\", batch['phones'])\n",
    "# print(\"Pitches:\", batch['pitches'])\n",
    "# print(\"Energies:\", batch['energies'])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "c70fc4ba-8ba9-4a1b-bac6-e29a44610c04",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/root/miniconda3/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:30: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
      "  warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n"
     ]
    }
   ],
   "source": [
    "generator, config = get_generator()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "38248c6d-89d2-4582-a067-18819db3a354",
   "metadata": {},
   "outputs": [
    {
     "data": {
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k6YgF+aX6WGF50zn6MHzIAGIBfgDO/yIBAgCmFk37pcvtyoX7df+J2pINUk4B/QGqb2nF/m3+2bi5NZ2pPumeDLMAkOamAToDGGEpfX4Kxje+X0IPqL0/J+1ksfv9/3n8Yaal9TX9DfHSDj4bbfAlvF4P7g0wf+8kYASJ9VHuAv8MOC3hnWKdMyH7qfRKOSJN2hYqA3LWu1mJU21epe3t/pGVMHmBgg0tEjriMwHyhV829sU8zyqOKpJPmmSyH0PtleJA3RtTrNk1aDDT6gueB54OBgHWtUbQbgdmEi325eszVqBsLf9J/ikJAhjIcuUr9NMZ733NQ4OaHU8+48qKXrslWbg180i4icD5/a8gnkRWfJINl2LalX4Bug5p+G3eyrFAB0n/wfaCBBoNHdszauIbjTP58zWlLqLndjg8KltnHhVBLXYIw5XU3f+EFICjigkqAHZXpgESGfgitftnUGbFbf/p/pmtWhTSZjX+3b/YhPXh7aI7G1I31kUKCWo5Q8Exr+YWkgofFyu4ogAyBfdoKmsR8YMR+grcU/H/of4ZnijAnLl56XMeegSF2c230iP3w33e0b5gyVn6WfJ0GfaSPbpJrK8OmSNR4fye9Ud5426iuNmG+Yo/z/Sl+bWSQypLoPnSWf++0OINES1rh66KWbzb4d+nUr5raedb8iCRi/31mflAYVHTOfpYfTgAYgF+AI7/IgECAIoWSftxy93Kgft1/7Xakg0aTf381anDacX+bf7duEk1Zaj66ZYMAwP44qIBNgIwYLV9ggrGN9ZfQg9ovP8nOWSl+/3/ffxZpp31Mf0N8coOKhth8AW8Vg/aDAR/Uyb4AH31Ue2G/gw4GeF1YmEzIfup9GI5Lk3iFioC6tZrWRVTEV6Z7e3+rZVoeRmCFS0SOqoy9fJ9Xp72XT0rKpIqek+6ZL4fO+2d4tjdg1Pg2V1olNPyC54Hpg4GAaK1dtByB14SJfbp6tNV/Gwp/0n+3QkGGJRy6Svg0xXvlc2jg5Ydcz9bys5e7yVtuDnzULiVwPn+AyCeREp8lg2rYwKVfgG6Dmn4hd7ysawHSf/J9oYEHg0t27tq6huxM/3zTaWeo4923DxqW+ceoUFhdjTDodTd/7wUyKOKCSoAplemAR4aTCK5+/dQrsVx/+n+3a1qFPJmNf7pvCSJAeIFoj8bZjf2RQ4JajmLwUGv6haSCicXf7iiADYGC2gyaxXxrxH+CthT8f+h/j2eaMC4uX3pjx56BIXZzbfSI+vDfd7JvkzJWfpZ8mwZ8pI9ukmsow6lI1Hh8J75R3njcqLI2XL5hj+79KX5rZIjKiOg+dJV/67Q4g0JLVuHropZvNPhz6dWvmdp81vyIJWL/fWd+WBhWdM5+qB9gABiAX4Asv8iAQIAihZJ+3XL3cqB+3X/tdqSDRpN/fzRqddpxf5t/um4cTV1qSbpmgwnACjmogE2AmRg1X2CCtI38l9GD4i9KydhZKn7/f99/HGmofU1/RHxzg4yG2XwFbxaD+IMQH+DJ1AAgfVZ7cb+SDgd4ZlieTMh+6n0djlGTeYWKgL+1p9ZQVNBXqHt7f7dlgB5aYJtLSI6xjL98sVfLvb1Pe8qtiqmT9pkxh9b7anjPN2vUDTdfWjU0/oLogeqDgYByrWq0HIHYhIt9vHrH1ZcbC3/Sf81CRIY+HMFKGDXJe/Fzl+Dnh2rP6vK0l7zJW24OfOIuJHA/f4vIJZELnySDUtiypV+AbIOafiB3uKxOAdJ/8n2hgQSDQna+2rOG0Uz9fMhpQ6io3YIPAJa5x29QMV1LMNt1Nn+tBfcn4IJJgAuV6IA7hiMIrH7Y1AqxW3/6f6ZrVYUomY1/rG+iITR4Y2hExr+N3ZFAgkiOE/A7a/iFpIJRxcfuKIAMgUXa+JnAfEDEfIJEFPx/6H9qZ2IwCC5aekvHnYERdmJt6Iij8NF3nm88MlN+kXxxBl+kfG6Ba/jCe0jHeEAnW1HReMaoWTYgvlaPf/0lfltkQ8pF6C90lX/0tDWD50o+4eWig28Z+IHp569j2o/WBIkiYgB+aX5/GFF00H4KIKgAGIBegDK/yYBAgB6FkX7hcgBzoX7df/92p4NAk4B/SGor2nB/m3/HbitNXmqwumqDLMBvOauAToBeGbhfZILUjUaY24P7L6TJQFosfv9/339Vaap9Tn9RfICDm4bdfCRvIIMEhHsfScphASV9antUwLgOFXgOWfFMyH7yfUeOfZONhYuA37U819RUWli2e3x/C2arH+9gPEx4jtaMzHxYWL2+e1DHy+yK0JMSmj+H+/uNeLw4ftR4N2NalTQLg+mB7IOCgLyt1rQegeSEmX3Sek3WLBwRf9R/CURfhngdZEutNud7Z3Qf4wGI1s+W9P+X/MmJbhh8VS8acEJ/dsk0kQGfJ4Ob2LSlX4Bxg51+Q3d1rdkA0X/2faaB+IImdmTajoZiTPt8j2nwpmfcMg9glXHG6E+eXGUvr3U1f1YEGiffgkiAZZTlgA2GPwakfkbUl7BWf/p/KmsuhY6Yin9gbyQf5ndtZwXE4IzukDKC143g7YFq3IWjggXE7+wngAOBwNg3mZN8KsJdghgS/H/nf2tm6i6kLC162MWSgbt122yQiCzulHeGbzUwPX55fGgEMaPibepqu8FRR0p4sCRoT494zqeuNKS9BY9D/Bl+i2MayHPmdHORf2yzCYN2SfnfZqIkbwn32Oi3r+PY+NYziaFiCn5kfv4Yc3TMfkofeP8YgF6Af77IgD+AHoWTfvpyqnKSftx/zHa+g6eTgH+OasHZbn+Wf9dtGkt4aV+6aYOqwIk5t4BSgOUcjWGGgsCOUZn7g8IwVs3TXFN+/3/ff59psn1Uf3d8oIPNhhB9b28ygzSEvyJ/zXEFT32we+jCEROgeB9ajU7WfgZ+Do43k8eFkYDCt03ahlfiWvN7e3++ZuEi72IIUMmPvY0RfdVahMHtUhzPe4sylVebzYe2AE15gj5B1to4F1yCNRaDBoIyhIyAnbBLuDCBXIXZfTB72dvUISp/2X9AR9+GBidkUM89ZnzWdYzq6Ig+1fn8jJpK0K9wYnyGM11wS3+XysyRLKBBg1vedqhmgAeE134ReJSyhQTQfwZ+u4Ecg712DduXht9NFn2NaD2i1thxEHSTQ8IsT4VZciwEdSh/FfouHruCQYBEktuAJYYZCKN+s9L6sVR/+X+xaEKEOZaGf2FtNBNAdtFhBbrQiYaNCYL9jBbnBmgmhX2CwcG13iCA+IAf1qOWyXuOtvqBiRH8f+J/yV/XI4wkTnnrunCBXXV9aWSHnesidxJwgSvvffF76PlioMNsAWewurJGVHZwFhBK1HZvoUcvtLshjtT97X2IX62/O+CCcXB/+6eKgnREV9wzovBtz+/45Equ59CJ1V2KNWc0fit+NRqkdKJ+AxZ28RSAXIDJu7WAP4Dzhct+7XPvcCR+03+3dKeDopaHf15qS9lsf2Z/6WX+Ptxj3bLhgiDC5DPCgF6AbChIY+6CFZFAmCOEeTZS2gZjzn7/f9Z/XGZpfUt/VXx7g/iGZn2XbAKDw4TlJYvO+A6DfbZ7NsWoIh96rlmAVR9/9X3gi4aS5Ya7gEfGX+6RYUBjnHx4f0NncikiapNb1paBlAh+2mEuzRxcyNSFjcOftaVtjEwfEHz7U+rcfD+eY+w4BYOZgl+FtoCVv5/AY4Hkh5J+r3vh7uI2dX/lf+pMZog+Tl9i81HEfX55x/+UjI/iYB0WqbLh/3ZmfcZANnNof1W++JB6ovyDwAH0rX2ApIh9f296Z8qRF9B/NH53gceCtnmD5IeHr1cyflFpCZX60ngomY0PuZxarkhXHs13LH8F0lIH2YExgCWNhIBUhsoMTH43xpW6LH/yfydQkIGDiTt/L1zi0yllZTFplKaCu4Qtgb6Kp9fqWfqCXYEZu73DDIDZgNu0QYafcpiV4YD+7/d/o38ZPZ/pMt5/a2GXtIDdbtFVvYVG2iZsQ232+wd65Xa9xheS6l7SVkuuVEHDa9XUISqGcLeOxxNSsbiIreuQfDQ75aTBvYZc6H4TjzGBkkqn3u+s/GwCzsvnqqXtrJ7MrIfvbI9+T3uHE+p4IH6K5CzQD4BqgKHMkYBlgH2MUH9vdpZs2np+f3dpdoItmaR/62ji1Gh/wn40SdUZB0rxnwOCvOgTQPiAT4FeYCVr6YToouOao4fIXAfy1HG2f/9/xX9GZRh9Cn8ffB+Eu4UefUhcXIIeh69Aw96dJeV9NHtVv3ZIiXxcUZ9rsX/YfbyGSJEUiJ2BxA+zHK5yynOUfr1/Pm55Of9w7Gzhu1S8lX+4cN39rG/94PiNj63lsPKdOUtdfjhmAdvrQJFpuSuigVWDxIWPgfvd1bj6gRCVWX9me4QVxWbXf+t/7yw/jcp2cnTaa8t+4Hl6D7+Qoc7oD86kAep+eud5TQ8hYyp+cZRbjDmWIYLxEpamlYC9jzN/03EttVTKiH6teP6ABoKEcufH2oZtNEB630PjghKR9PaEhEamgUyOElT1f3KqfbiU4dVGghSAw4TCgFmWdERyfTqek66RfaN/igw1gBOD8n1aL6GskQYMp+yDNYFZgzaBgpWNGmEkCIITgh7ZwLENgK2BM89ShS5b+o18gEP3+n8kf8rtCaIApu1j15LMgPRzPzjSjbkbw1gye2w9zHU0Z1qZVJXxaMpgK9GAbCt1Lei8MFdnSJB6S4/3t4wiG3l+9EZIvwT0RW7dfoaHxYHGabT/it2rcYu5SOtgpU2oWAWlj1F6fH9cd+AM5ne8e/GkyKoGgLaAW/ObgJuCmuPwf859PnOmekp/pk5Dg0Tk5H9ualhE0X/1fOUPnv1xH22JOIK0/DMHcICbg9VrhGYahcmvUJCJjIp3qCM8fvp//39ZfnVWCX+sfFZje4NNhiV+uz/4gGGIdWPQ2L/yu3gecO+vCVnifIMVLWHPfjVBloCxjzuEC4MZai4Ce2dhehR1IXnEJD6on80bA+uMxYbMeoMwHZDrywGIDoHBj9CdAbj7ahl68g5RpE0idCLxqDaAsYLQgUuAr6azgRqAe5CeZRDKO8eQtEZ6GH+wj9aA+G+0bARFz2rXAGH6QoLZgzpKvp89ltV1/xgAiydgsHE9gLCA6Y/5gFcg5486gNbguH9tQmu/W/ujfDN6Q4DigvJ48pjVqudqGRp2WqmCY4FEECyEQsn3Urn/d1fpfeZtFpNe/5iAMYAn+sSSGduZeVh/8PTJPNV/y38lxaKB6ucIfY+uAxZ5RgmKs4cwphehm7cnXARU2xkYgz+KTFmLsGSAYaP03kmLpncPmYKB8HH+f8x8i8QQqF7rpnJ0jmuHLX2gF/dOwXouY09/CH3Lb3ZWqeTR2u9tQ1qdQdd963qg6O5zGl+ujRx3CSV0kOlOgXghDFLvEsyFZs92goDagVlrH9isYZB1DbarMevDMaLCHiDIyH5hf0ZSLvGzcRdmmoQunQuAY4DnLwmCloTmLvl/13uTHEZGxH7QC4aAafx+fzg+vXeefmO1U7gFolyayoJ3gaKzOIhdgEiHFEVdkyaBypABguSBc3KGSyp7/X/4fynlJeseY0pbKR1BgFeEFGhEppybwYOl7pRdU0Xcc31H4M3mPngxNZtvYu9hQYMsgAyEQMSOuVZ+kXdldLt9+XysPsSW+Z6g6nMd4YaojPFmpqcyygubY4Juli/wjQ2TZYt/RnROx0fNsjKqORmdYIEekm+VGpxbaFfDOYeaQpB74OmoyhKr9Xc2bLCDHJFsfnZ2SHH1cJqZLtlqseNXwG7iSlR+HGhHhhaoL1w2nL+AtpnoJXsf7H5syQmNGX2qfoGIWIY7vxh/NkRsj056pX+uVIt+vn4wtKnLL4XI6/9yU2F1f2N1MSNnUWM4BJYLg6a5tb/uOTV+x0zxf85/XDJGh0hlCn3R7e+BA27ffxZo+KLfQ2uxpJn6YYkR9SCGP1t4nYJdg2bQzrHnV8KfTbOaJR1VxXQkXbXXuX9NfxCdJoD3haqu6Btszh4nmm/kdBAXeHc8bS3TQkp6grqgBJjYJEJN4uKxdLQK/FGM1v9RVXG7FvF6Znx33Op7qnRYiK6C2ei1SHMylIE2jqV5YilddfxwboafkPw6Hb3Ax+Bt+lzbaV8S7pvxixG0MZCrgH2DD47ZZBliMJQKfhl4TbBqgHO+GVxLCvWPn3yqf0UuinVGWhqPgoKUiUmAtYDYhUqf+omDiusStB8Tn+SPu5HFtUtw83jTfaxucn+SdxeBSYCm1AK0SL1cgcKOYHbhZabP3WhcdYZK8F/ALiWarIOCX05q5LIApUKhPoN1iE1VsWwOeJt/tHVLxN72HrTEhliBzMYdxXdcBKd8JdV4dlQ55S0zChM/nnlxQUZ41akavlwbrXyfmxi05KmKpoHUnTz/o9ijcZ5b8akcbBRVSrj6gcGHr72/+1iMMTZfeW9+8H1ud0Ms65GOZMQFfj3u1J2eKkvFneWQFPHA3feJN4p86pzDZEKR55COVn5Heju8noEOnJD+0FO2iVwTon8df6Jbn2b/dnSDBIffLMYz5Z6HSBZ7dSDVrsu6KqVRgveCNp/8r+lthnYN+pF/MlkRjayN0ZnNkyyRboCeCpd8vJnWhQNZ2OJniEFR+xHY4zSlFsIhhgWC8MaTZRgqMoIqMUZRsqq0Y6hPiKSifoZ7sIBOgLyAy4emXmqJML0DfLl9gP3rffF+wdWnWPSF8YupiiTcu34MPjjqfCJmzeqAiZE14UCAAIrsQ7eHxVDjZ8CAEYOWp5OalleAgEKCvH3ocyFkPH6AlmiFJDiih6mNIzv0Thh0lZ/agb+woIkogK2BZKqbhXo9PX/RwZd6q38lt2+EV5z7kmxY5JKH1eZ/O35D99txILYvgafWQ4GlgFWGwoskqaWFZ+sxZc0kgrZBU2lzgmmmffR/3n6DZzlygYKCgKSP6pFBDqeIjYKEPv196OWGIq95VX5QfBV2e3Re4FlMzXZjaurPApF3iISDKtpCd25nyWqtffk8PoJTiVOpMYMEjuOcaXUuLUyXlW2If7sGfaXBMeoVcxVVdpZ+U//tZgRuHg3pTw1jy0TxnOWDJD9AMkSsPnf9FFeryEsqREOFpYk8mHx13En1hcBq/X9+eoLzOy1psTiWZP9neP6SAIrcMojgEoO3i7oCWZ4ih9bvVmTUNZd/RHsWQzx0QE6VgRKB+sOkfgkTEZiaf/h/NVyNPH0sS4TThLOl0nOZ6j0U7X1FZPhtiFdfE5X/2vF3ME1BCETof1F67KAeCKaIV4AW0QTGRdrphPmgPH1G/CGFPlCL3cyOxD3lbjRysY+Bu77lzJ4Y3lrFC7HHjVHOcQfZz9v5KXfUG7JacWUAhCCA5IAmiZQfh5TIDXB+unywsvkxmH3XoX+O3oC7gAyA/oqwepsquDoztayTiZTwKpbWE4A3grF8LObQMuI+tYGHpGhGdyJ/eEODpYHAf6N9GjsNezmU6YIyrEyGfJNx5LQCOFBphc6EtNdviMOAsv6La7LuX24KfCrJl3UccrGTzIsguXAlOnxdHTXifH3fElPYO1kwiRKAQ4M3hvWAnoB6lQVVwwH5ad5lwiLvFYd2IGuNJPF+pH+/cJZ1KsNdgV2FroqV5zCPm4BxMXh8Aerbsfd7nGpm5NI8HXSW75WA8ar4faY6aMACgoKAMIX5GyhwHFuJfrV/oIrPgxC224PHijEYpG6tQIuYyX/zf6bgTHVZf7mlZo69NCm3UKwl4EpE8EUUxRF+8X6v1RiXRmw/dzSV6IveokaSsT56OqHEUI5rvkZ2WFs706R9HH/7TMVhDz3ttb2NpfRaTh/8abYxAmpFWtvmI9xFT+3vqQXaojzYB4sRBaexnpd5eEeHqQaIDI35Zllvh742fm1/g1XnZx4FZbhOiZeMfNFY92iKLuqRRNKE5v2h+UGJKY2LveC0bf/mfO9/8HMRe4rQO4CKgT9BmX61+K6Q9H/8f6mau6OoeBCWOYC5lWKN8ZXol1iC2Ymwjbx/6X+sxZqU/31JfSK3swYbcfbkAyGFo4WDVoLqjVxktK9ngNxMSX+u1cyq0n27dlbVr1lkpgmEDR7WcG14fFE0d5t6TaeQh7gKU2T4k4OnISdZjlARNv5MsASQY7aJc7ht1JH9Npt/CXdAdCV3PcGglanS4tqhkXDbYmbyJjyOjdJiZz26+5dwJ/b0q9wRY0Mw+O/Qf0RvMozhsNmFZuBFf0+nfs/+f4B/DuiAeSRRA4zKg+aBA7I7nQyBWRHtlLXu63+TVq+ETl5oVTMNFn6CcoJrS3cRjPaECojagc+dTGt1+Suh4txA/3hMwVyDIV0qbzNbvzKRt+sAUcBjahAeAI01H5A/geKGPg4VwOsQXitWq1OC1ITTGwrJctw/LK94iDgaREt4S03ZCDDTbsckkMa96UywAHWhAc4rL3/UKRo0ZFEOZBNnFH99rftb1NduH/BsTTBzP3lw7HLnRKHbcomNNoBMz4V/4Wrbl3smO5Eeg60gvnQlfO13S39aetKf90t9dUS5SYiRdde6SY3AsWOBdYzCu/PsLIEugJmA/GREW28lglpAY2dxcT/Cxw+OkTKSeAFJF8PW3w/oFKxtoStJJ81QgziAboFegkWyS2o/zGCISaOmKRaRqcSDY6x/onqrdwhisR3oOIVzQgOzhbAcg3eVaTGQW5KHiHSWWewGEfFijiNqdJNpbo9Ow9Z+/EdeIKFDEXZzdjPxFN+Yfo31nJffrMGXo4bg2kJ+qMHCrRZ6d3QxgrSAAHhDf8Jzxi4RSnikYVs/a3yANYFucgZ5TYsVjZckJdVstEeOaDmvkNgZ9HkfdlR/dHXKeMCCloDe/r2qW7HNY/VpPpGa0VSUwYLRgMiA1gnzu0C5u375fOx2owVAXcb7MdsVFRdBPOaW1jFvH0gC40Kopj0gogyBy6V8mQSlHuEevDKC06uvdE5jdYpj0Qxp2B0kEyV50nwhbml4jS3kkQ6bjOFQageaA8fAXVKy9oGSgF+fbm/OdZorVb7HuNFqi3UopDadD+Fudpzes7fZCjiI+jPPf8t8T4OUjzNd6Kj2hCipSWhy7+BPixDt/plmiAKBhpiI62Zoff1dmo0qKVd+kfOxsUmLssLg1O/U2Kr1kUr6eS9lfQRFYcOeCV1M1y3svOh5Tk+UqKmT5eNDCwSz4FWhReMtbGWvdM+jNoPfMIlUIETxBf1CaMwt0KwzVaTmvmVbN2uWoC/ZBWTdZKnh+dMocn7rkrE3kEaoFLR9Jo1sA/KRv6P9aV49oary1TEn8bhrUDnQ+eaDeLPfQ3StaI+MHtJ8DB5FtLqVsLY1YnhwI7rAgOTVKm2l5PuDUL25bQ5jtci7h365fQohdAr3WKVZap1kYadpgZnCkGf1+zuGxKE7cax00+6aib7F42hCb2vP5JW1EbMpvO9VnXXRLmDFE9uJ79G4fj93g7KVi4e89VfqNonTibGISVR6hUXYmxzknncMR1Ks8Dfyegc2YsUsya+TfcclPFAkIuD3uRAGkGVMI7C64hkYSRcmUhVCyTLos2f5NIqJp5btSX9BEaPSisrQpW5RZmSw8Iz2tl4YwNvUhdeOHlKYU3+Nu4azJKt3NhzlirOIHtvmMPyxqIlvz59kA/uSgxOJCzTUR3KccJ4lXnp+5mcSklSEy+NNchVRINoRI/pm4Beimxm232R0ez4yPLA0LCZ6p1vimSuYQkx4fXB4pEUjTGR5Y3a/94IkP3+Qf75JfddJIewNu+YFIshPOXIld0g0s9JhC3tJKjIrBKAjG2fQbN4g27O/j5SqjDtkZ1se9d7L2Li5kZwJnJy8N//L5kWUEoarjRywL+Unwx+M9ZOt5TLCU40NnD4EBu60i2iDFJxT0omSxoMgl3UVOP2FicyEstIzNUTX/LIm6g4Ybc8ikfKo4lFqdtYz4r/gzqYda1FaO2Ia/1oJc0AqZ8QSHh92jndlRDoMVVxJendkJgaEWhp/Zn7ZRe4Jg2apeHpiiU2gckV7BWwLEHHrbFrFfItyUS3QQVhlIEjn/6j/dy+4OQv537katvjceOEWuSmnA7rYunOXr4vMoK7LSMpJq9WW0o/gkq6cobbY1a/FK5HxhGSGaYxojb2Ql5ankQmE14DwgK+EIolGhuSHFZQsmhSTi5Yzut7xwA9CAsHum+nV9CMCJR4UQHg9ZQJy2jP9MD3pTv5F6k7pWYc+ThTmJjhlHHuFephnhlm0b2F1624kdrd9pH6be/xvz25Jet58hXwpfM18JHxMeG1xenjLfdd9SnkMdG9yeG7zZetiNWJjTasDO7ubqJy7gsBRp8eTcJHAjyyJf4kin2/fSxLN/pnGdbLT0/ULQChuH4z0ubFFkmyHwYYRifSHwIL/gHGAPoArgEaAcoB7gHSA2YAigliFXY2HpbHXPBNKKsciAyCJSXJqTHSEdPNtZ06ZIhEbJCukKsch5w2B7rXQmdhO/bMdPBy5CC3wsvypMCRaGmY9cbd5rX2kfrd+cn4Ef4N/tH+yf7t/yn/Bfx5/zX0RfqB+u3xTd3FuRWKANTP9gNqY1J+9GZuwivOIRot9ixeIr4lxkhCaOZMjjrSQtKDasYO0Vbgh0yLXbcvjslOn4Jfoi+aDTYKegpmCBoGKgGeAW4A0gBeACYAJgBGAKoBSgI6As4DmgNqBqIaSlgGxjct99OE0VWg6ePV73ny5fb99Z3x/eTl4oXcjdd9rHV4qS49DDTazIpoPtRkbLx1Pv2OKcrR4qXzEfqp/4X/xf/Z/+X/8f/5//n/+f/t/9X/jf79/C3+1fEp1/GPrK93clJtPiZqEXYP+gTqB/IBHgbqBjIJBg/iDLoTihBGFPIWlhPCE6YWCh1GEtYGQgF6AQIAggAiAA4ACgAKAAYAAgACAAIAAgACAAIABgASAGIB4gMmBk4QSjPaiKN+GHW5QAWkMeNZ8Zn5rfrF+A39ff1h/Cn8QfqZ9532NfpR+3X7QfiR/aH+wf89/6H/1f/x//n//f/9//3//f/9//3//f/9//3//f/9//n/8f/B/xn/gfld7bmVsL6bbJ6dfh4yBSoAagAuACIAEgAKAAYABgAGAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAYAPgOSAdIsm039NV3pQf+1//H//f/9//3//f/9//3//f/9//3//f/9//3//f/5//n/+f/1//n/+f/1//n/+f/5//3//f/9//3//f/9//3//f/9//3//f/5/+X/hfyJ/lHtMZowrNKxyho2AEIACgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAYAWgA2BgYkysasNbGMKfGh/63/8f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/1/63+Kfzh8/WI07Q+VIII0gAOAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIABgBKAK4Epjw3oMmahful//X//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/5/+H/Mf1h+K3TMJtmluoNZgASAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAngEyGoez7c6x//X//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/8f+F/WH4ybNvqMo3rgBKAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAGAaYCBnMxhfX/+f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/uf8d6G+WmgxKAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAqgA2QaU88f/5//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/un8mYRORGYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgPiAZNwpevJ//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/9n89eXKlOoAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAJgJ2F4iypfvt//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/5/a3+aS5SLIIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAYBzgEyhA2TmfvZ//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/9f8V/i3Qa7sGIuoAJgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIABgAyAqoBfigvlCmhTfuZ//X//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/h/hn/setNSSfZgm2uEkIAUgAGAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACABIAWgG2Au4GBhwSfuefNPntwvnxBf8B/53/zf/x//n//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/8f/R/53/Cf4h/j357fMd1eGddQ4gUFtoru7WgTpFQhhmDhIEXgcSAsYBmgE6AMYAwgCqANYAxgDyAQIBPgEaAX4B3gNWAPoE5gkaC5oKig3GGsoqFlDqZ/6UvtavKIdho+PQQqyr6QGdYm1ooYQliF2nDb9l1oXY+d4F3h3e1djl4kHhNeEB52nk5dxJ1V3QWc7FxBnILbw9uiGhcY5FdxlmPUsxN0E40ShQ4LSnyITEdHRZ4EZQNQgp2BFf8d/Bs6o3oE+r66/jrh+Xq5ELnweMa3bTfQufq7x7tZei+52Ls3e7a777z0fgA+er5Yvpt+3n6jf0sA+gIrwb3A1oCDASHAwEF3AleDPgHswfVCaQIkgFUAQMHOw68CXMAMvwqAPsBef9B/+IAvf8A/mL7Nfh39BD2HP2bALX50PJ+9N34XPZS8Q70h/vl/W/5ffRp8pnyvvVI+yT/ifxT9+31n/fw9Xv1h/02BaACifrM92L53/kv+uL/mQf/B+oAMfoG+mP8pvzn/WUETQuuCJD/ePgR9/T8PAbzChMGjv8M/cv7z/jT+dAC9wjdBWz+jfq6+ZH4Gfju/FAFKQYQ/aj0yvXl+xX8qfes+tcDNQPM+Uf15PiI/cH+wv/d/9z8NPob+ij6DfxNAWwD9/7W+mL8B/+D/kP8Iv/MBf0GTgEL+9j7awHIBC4B+QAgBoAEpQCJ/3EB+ANNCBkMywZ//Av6twHiBm8GMgWMBSYGOgUBBDj+BfsoAXkKqg24CIcBBvuY+Wj7GP+IBQYKuwYS/Rz59/lM+yb+qwLgBsIEqvx29Jzzofdk/fkFgwl2A7P6pvdn9uv08fg4Ai0ICAYJ/4j3z/NJ9E33x/v9AYcE7f6Q9dHuCfFL/LgHqApTAxD49+9I7aztkvRUA+0QAxNyCvH7Eeoy3s7iIvXUCG4UFxYGDWr7UOn33gPgR+ti+dYFxw5KD7MERPTr5q/ha+KE5rbt8fhjBHsLegukASfwpd6P1W7YsuZd/qEVTCC5GQYEiepp2GLXZuUB+bYM3Bi0Gx8WnwlP+ZPu2e3k+IwG0xIfGUYdkCJeKpstkyelGL0LAwdAERgkMT4WVDZe21ZwQNQlnxl8Hsszh0kuWxhjKWLLVzZJlT5BPk9BskaCSZJOl1LCV41ZiVhBUb9DtTDvJYUkTzE7O0xDYkKgMzwZ+v+J54/aB9Nw2Hbd3doJzSS70agrnteVVpFzj+qPqo/ajcuJjIdxhRqFgIQrhGeDmIN7gxyDG4K5gaGBGoKPguOCn4KGgnyC1YL0goiDVYR5hkeJI41YksCcKa5QxDrSCdyZ75gf/VGPbh944HsLffZ9d37bfh1/gn/Qf/F/+X/7f/t/+3/8f/1//X/+f/5//3//f/9//3//f/9//n/9f/p/9H/yf/J/8H/jf75//37Ke59uaE0bFqbqu8bWozeLo4KEgB+AB4ACgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAOADYBJgPGBN5Ds4uVi2Hyuf/Z//n//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/8f5t/XHi/AxyMboAEgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAA4ATgf3BZ3v1f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/3X5t70yAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAICagq90/n//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f+x/OfYIgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACADYDvKPx//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f9d/sJsAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAoBT1fJ//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/d/sCkJgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAMgJgi+X//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/zfniPAoAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAEoCyue5+/3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/H38XFq6AAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAYCsgHHPB3z0f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f91/5HtvCIOLWYADgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAFgHWAV4ybIsx4j3/4f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//H/Tf4d9mW2sB4WhnINrgAiAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIABgAqAPoApgRqG0ai+LP9wjX2Tf/B//X//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/9f/V/zn9Zfw19N3a2Wy8qCtoOpFKIv4FlgCWADYAEgAGAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAGACIAcgH2AAIOKlFvdoUNfcXZ9sH/yf/x//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/+f/p/6n+5fyd/Hn7leQRw0F57TL8PVstgnj+OF4cBhFGBXYAfgBOACYADgAGAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgASAMYBXglmdIRYYb4R+8H/+f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/yf7p/tH77d5VeER1azPWbJo2vhdSCsoGFgTKB8oCwgKOA3IDZgZmCRYKtgQOCAIPVg+qCioG3gHuAToAogAuABIABgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACABYBegKuHiNdfYDZ93n/+f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/vf1B/Q3jQXdAlCt4AlY2EJ4GrgHSAc4BRgFCAU4CggDCBV4LvgxuIcJPhtBPfGg8dJp5G9FhPY71jDGU8Vpg6TBrp7/OuTZOAiMOCUIAOgAOAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAKAEoBtgKSCB5oqCSFde3jqfsR/9X/+f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/9f/t/9X/sf+d/43/Rf8B/jH8pf49+n34Lf2d/bX9Sf8p+vH4Of1Z/Sn8vfwR/4357fmF+jX6lfrZ9q3oJcJ5hS11GVacmYvmD65zQ754GjtqIzoTqgSiB84CvgE6AP4A+gDyAG4ANgAqAEIAQgBSAF4AbgBKAE4AcgCyAH4AcgCuAYYB8gIGAj4DygAyBPYFJgbCBK4J1g+KF5Iuqjt+QkpK4oeK4UMB5zpcW81FfYnZj+Wuudn58C34+fkJ+Jn+0f9d/4X/uf/J/73/rf/V/+X/4f/J/9H/6f/t/9H/of+R/6X/if8h/nn+Af1x/U38gf4x+RHzYeAh1+XT0bxFh4lIuVPdO6jlYE7nzudqj3B3VKLxbpJygJaW7o2CYxZGei+yHDYY3hbKEYIQNg52CR4KsgcKAkICUgLCAa4BcgG6AjoBWgDmARIB3gFmAPIA1gGSAw4DtgLyAyIDqgD6BYYEvgmSEXYdCiuWRwqLhv2LPntQ89ik/22LAa99rOHPkewN+6X03fid/Z386f4l/03/lf+B/zX/Vf+h/53/ef+B/7H/vf+J/zn/df+h/6n/Yf7F/rH/Hf8R/ln9Ffyp/Qn8of15+I30DfR19LHuAest5+XMCZ8pmkGy9ZP9GiTrePa8xkAjR2zzB3sT1womsEJcQkZKNMoj6hLuEA4ORgTmBQ4HTgNOA14DGgHOAk4CBgGKAZoCggKiAtoDFgBaB5IDegASB4YHmgpCDgIN8hlOLT41CjqCfE7srz6O7cMYSF8NTq0e1OHpi4nVYbmlt8Ha/fNJ96nwXfNN9234wf/1+DH87fzR/HX9gf3R/l3+NfzV/sX4Tf1t/P39ifi9+n35Bfgx80XoufWZ9aXY7cVZ0vXS/bEleK1oxXDJIkx6+/uwEc/r5xy+pQ6vRq96cC432hjeFU4WZg6CBsYDOgMaAdYBAgF6AcYBIgB6ALIBMgGaATYBagHyAuICegLqA5YBmgW2BdoHXgVSEkojEjS6NS4+Al922gdej9HT7/xaWNtpVkWUDcX514HZsdf55Snz4fE99L36XfsN+034hfyp/MX8Yfxp/RH+Pf6l/xn/Ef7B/kH+0f9F/2H/Bf7l/wH/Hf6h/pX+5f71/cH/6flx+F34gfdJ7o3hrcy5nhVWwPFUiV/aLyqqqopvnk7ePgYmLhG6CDIK6gR6BcYBCgCSAFYAJgAaABYADgAGAAIAAgACAAIAAgACAAIAAgACAAYADgAiAJYDggEiGxZxXz2oI10Llbg5+xn/xf/N/53/Nf8V/3H/wf/N/1n+YfjN45mnkW0RL9DlTEoDhArkVtePNOgsQM6FP92KZde58c3/lf/p//n//f/9//3//f/9//3/+f/x/+X/xf85/nH7adnM1NLnyh8OBoICBgHmAj4BwgHOAo4AAgseHhJh2revPXABUSBpvsHqIejJxoB+fr8uHwoFBgAyAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAKgFSCrboZZUp//H//f/9//3//f/9//3//f/9//3//f/p/ZX+eaZrfZoaCgAiAAIAAgACAAIAAgAOAMoAGgzmyTliGfvV//3//f/9//3//f/9//3//f/9//3//f/9//n9nf8hfL5R1gAGAAIAAgACAAIAAgACAAIAAgACAAIAAgBSAjITQ70Z66X//f/9//3//f/9//3//f/9/9n+TfD8FuYIIgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIDLgMzgkH3+f/9//3//f/9//3//f/9//3//f/9//3+wf+lhRJw3gACAAIAAgACAAIAAgACAAIAAgACAHYCUiiJUfX/+f/9//3//f/9//3//f/9//3//f/9//3/9f8h+1jhPhRCAAIAAgACAAIAAgACAAIAAgACAAIAAgACAFoA/hHntS3rYf/9//3//f/9//3//f/9//3/4f3Z+JFA1kXiAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgCOAhY7qWJt//n//f/9//3//f/9//3//f/9//3//f/9/7H8MfV0f64sogACAAIAAgACAAIAAgACAAIAAgACAD4DzgbzOznKif/p//3//f/9//3//f/9//3//f/9//3/qf9p6bBHUhSaAAIAAgACAAIAAgACAAIAAgACAAIAAgACABoCNgJCLLw05brN+zn/4f/x//X/7f/V/rX9QfcFeb+UViKKACIAAgACAAIAAgACAAIAAgACAAIAAgAGAHYAFgzeyuGAYfux//n//f/9//3//f/9//3//f/9//n/Zfxt+0Fy7zrCEWoAEgACAAIAAgACAAIAAgACAAYAWgMeAB4ua0+ViNX3Kf/d//n//f/9//3//f/9//3/5f8Z/JnzhVOyorIIbgAGAAIAAgACAAIAAgACAAIAAgACAAIACgCCAeIG6m5sloHW/fZR/2X/xf/B/7X+9f+9+RHZlQN6vdoZtgA2AAYAAgACAAIAAgACAAIAAgACAAIAHgHaADIfd73ZoGH7Af/l//n//f/9//3//f/9//3/9f9p/an6RaQsF246MgRqAA4AAgACAAIAAgACAAIAAgAmAcIDciA/YMGa0fK1/9X/+f/9//3//f/9//3/9f+Z/CX+dbcL3WorpgAyAAIAAgACAAIAAgACAAIAAgACAAIAAgACABYA8gDWDAqFOND11lX6Qf+N/8n/5f/d/8n/Uf3h/bHzObWsVL7OVhmOBO4AQgAKAAIAAgACAAIAAgACABIAVgJSAcINbofcGoWvEfIB/1n/0f/t//n//f/9//n/7f+d/pX8MftN3/kMkzrWJeYEpgAmAAoABgACAAIAAgAOADIA8gA+BJIf0nfP6oFM8d618xn4Uf2J/Hn/XfnN8SHTIN1DNEoxrgkaACYABgACAAIAAgACAAIAAgACAAIAAgAGAC4BbgBuE7p/SHetqPn1Sf9p/7n/3f/Z/9X/nf8N/hn4LeQ9WRA5rp9aJkYFkgBeACYAFgASABIAGgA+ASoBIgS+INKMMDMpc63myfrx/43/2f/p//X/8f/t/9H/pf6d/7H5/ekNr9h4iwGKMAoN8gCGACYADgAGAAYACgAaADoAogGWAZIGRhCKU8b5GGIpEGGQ3biJ37HcNeTFzh2rbQZsM6rmElH6D04ArgAqAAYAAgACAAIAAgACAAIAAgACAAYAHgD2AiYGwjHnEPUZNc2h+sH/wf/l//X/8f/t/7X+3f4J+93q2ZPwcIqKihbeANIATgAuABoAFgAiAIYCngD+FF6Q/H5VnAnxif+5//H//f/9//3//f/9//n/5f85/6X6+d6JTYMzMi0+BQIAJgAKAAIAAgACAAIAAgACAAoAKgCSAlYAhgkWKCasd/EkrzVGYYiVxBHH9be9XHzte+HfHPpWKhkiBdoAsgBeABoACgACAAIAAgAGAAoAJgB2AhYAKgm2LOa72EAFcn3i5fWN/vn/rf/Z//H/7f/l/63/Of31/+n7Ve4xu8jAX3AGZW4nKgj+BmoCagNSA7YEYhCONLK9KEx9YEXQefDF/x3/vf/V/+H/2f/V/7H/Ffxd+BHNNQtv6CaMQhwOBMIAKgAOAAYAAgACAAIAAgAKACIAlgK2AiINHjOOmnedzSeZqe3bld6p5PnkMecBvHlTT+qC4MpEOh/+By4BKgCSADoAKgAmAEIAWgDGAdoBAgrWJX7H/+WRICWhoeah9Gn9If4t/ln+pf2t/AX8SfZl4dmOpO2/zXchTnRyNzITigtKB1IGNgbKB6IE9hIWL/6Up3a4vN1yyb3VywXY/eh59sHz0eg91AnHEZ4RaiSPK3QSi25Bah66DgoELgQuBKYGZgEiAK4BCgH+AEoGhgcGCyITqjDmc5b7q2Z4C6xNOLTMvM01sX+Rulm+hcCtrpGVzStcof/oe8OHaidNntXWj55GDjpuMno5YjbKNFo3hkxqjMtqkFzdFSkXRTz5ianWeeT97M3tUfWF+1360fW1623GMbEJfIEcHCfPj/8mAu7eZY4p1hKuD6YIOgieBboHFg6+N0JtJorOoL8e1AxkyszPHP61feXSycuNjrz7cNM0jRgBrtYiUsoixhueEFoNYgfmAxICXgFCATICvgG2Dn42EoIWxmdYADY9Ln2i0cxl2HXlBert7OXyOfS19UHqsaXJHuiLwGAj8NuPuw3e2MadGovOYvpa3lXOg77CF1ED9rTOKXWdxGnT+dRR36HlHeZh4CHVBdM1yRHNfaHpHwvRlxGmkbpyAlOOSyI9ojt6IR4ZBhKOE3IR/hbyEnoULiEGSS6GMrlOpUacIpY6nPKIUo+mo4b8t1O/eHcZHsfiiSqIGoCif5Zz8pXO3zMt6xg6+gLHQrUyn8aYlqYHA6udbHLo1cEDxOQNDxlJGY49qH3NveR19/X02fpZ9yXxPe2d6XHmweUx5c3k+eJZ3BHQ3cBxgKkrPM1QzFjLhNvNCGliXXshRRy+fIW44dlGRTXQ6ny8fPxBQvUymJazzt9RmyQe3spzCiQyIFJBGmEiJDIKGgKCAIIEZgW2APIBIgK+A9IDHgI6A0oBygeWBhIEMgrGFLpdZu+jhCPCtCKwf7jz3TAldH2q4dip8b30nfER6D3mBeo17n3uBeNt0A3RneYJ8vXwZeDVvw23IdhZ68no6efV6n30Rfwd/En5WfGF9j37dfvV9PX2jfXt+wH13ezB1sW1UZVJZWzPI/EfgfOJB0FSnV4oqhNeCcoIkgZaAYYBjgEOAKYATgBCADYAKgASAAoABgAKABIAGgAaACIAIgAiABoAIgBGAPYDHgCmCX4PFhYqNjq/OAB5Hi13Yay93x32Qf+5/+n/8f/p/+X/8f/9//3//f/9//3//f/9//3/+f/1//H/5f/R/6H/mf+R/3n+kfwZ/t32cfXN9oH1GfAd6yndwe598nHuncB1hFlcZYBRXeEUmIzAGx8V/o2+LZIRlgaKAJ4AJgAGAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIACgAqAN4BZgXKHiKhw+dFSl3VgfqV/63/6f/5//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/5//X/6f/l/8H/df7x/u3+Sfxd/dX1ofZN7IHfeYIRDZxyHCV/RqqOSh16C9ICngDWAC4ABgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAGABoAngCSBgohuubA1U3SPfZJ/6n/8f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/+f/5//X/6f/J/6H/Ff5J/vX6yfP925Gy3Si0Cbquti/+C1oAfgASAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAKAEoDMgESLs9nCVQB6Sn/gf/t//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/2f+x/1X+Wfyd+anUmUh4Svby4kCqDkYAVgAOAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIADgBuAWIHHjP7CECsxb+59rX/sf/x//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/1/9X/tf9F/+35beityUVnyCHyxs4+shL+BZIARgAOAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAGABYAagDeAfYC1giqOsKko0tEP+1lmdEF6LX6Mf8l/2X/zf/x//X/9f/5//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/9f/1//X/7f/F/63/qf81/Xn+QfoJ9T3tcdIJhJkoSNW4UOt2Ot3ef4o6jhdaDoYItgZOAd4BjgFSAOIAggBKAEIAOgAuAC4ATgBOAE4AbgCGAHoAlgDGAVYCbgFqBT4J/gpmCpoV4jROXGJ2lpR6z3s9o7pwPqkP0ZfVhtVebYE5tVXVTedx73X3LffF6TXp8fet+B3+DfsN92HwKfFR90H4df8l+DH2gd/h0xHmEegN5GHnPdv1wVWYRVVdQAFUbTeMyhhqxBJb2bOfd2QPTz9ItwYGktZXylQ2VW5ZIm52ZapMHkCaKLIe9iK+UipphjmmFPYXzj+KuGLFmmHGMl5HvmY6az6NOttS+W89d3k/VSM0R2AXmVOwO6ETvpRqzSJxD0x3LCFMUgTOUSDhFbENXQcs7h05ybQpvfVElI7AuWFvCavphqFNZTA9PslGOTLJGuTniMjlKPmWBW78nS/PX+e03AFIpI4sRgDPVKa7mc9sPBTMadhWHA2zfF9XbBc4bEeATuQjGcNa25tj5zvsX6sfYUOGt5/zCt7oR7V0MMRQOF3jqw7U0vKHQxtUmBkM5HxvX7hPTgMdQ6YYkmTpO9YCqk9BeJIsUJBEnNvEJT956DT9DIx9mvl+w2iBYdjtoAMr0m2P8pGicUVbdCPCNLY0LH/l2RaFsyE4q3nGqtN9mObE2wAmkLlhezU054bSVysYpZD1n4OVMxLwJJxxP7I7X5/S/FmAypiss5ge7qu6tFcIBrTnCT4WsbowXHAlmofNM1Uj5wOV0Ho9XZO4Ji8q2EGtdWr61g7xz6Am+eftbXqQlTLyevtnPzOP9Kr1MkfzYqtbXcy2o2aCZnAARX+ga/ex0vaOJ7bPybgJ1WvCEuTcU9fQujjWzdVeVT/gOqEHJDeyp984O7z/QLlEodxnjfYZruh9EzTqVDun8oM6Cwt0SCEDP5WLymWlEQ0aK0pwcYf8/b7fYNFVoi/ADq+aqTNtwYvB37i7IqxPWkTMV3SWgA0m1ffRIf6SasbK2nOZoZeNMytr9QLho4d3Vk/cCAnVnM76PT7ORL+o5Clx4ViTPULzjJ00GN66gChhwOldeAVMsgBlZoGyxuV2Fc9Iie/kS/j3GpdkrTGtXoNRh6V9ncztdu+sGaQbMjqK3wHPjc9ngKMpjE64BjR7aS87Qr5o6PdZphKH5oDdl6lLl0KQWHeCTnHlF4X7WagSXbKGNMgLr67b0Tp1e6+9iNkIyCJ4T2Jpb1gb2ypY7IjyPo4mNFRFVc8ci3a0Qx1ifULjSc/Zx46La6QxyfRBdliUJwnFV/p6GCbDQS5RD5Uc+S1q1GL/4ZoYwWI6fzZJVRvMys17z7SiF/bem+qv/HKAzquPS/7L6HchQOdE9CIc6hqM8PWE34FD5NAgaulvRCDO9OlbYT9OcCdSyl6r7KC/5haWWUWVwfo/Hhr0s0h73+XlpRiDHkev3qWqv3gqEk5PuDJexCqoOPY4KgJIK02ggjvMhV0pdspuuh9/3gW2/PgW5XBLQbiArRsvsLRdLgWNvdfTo/IAkg7wYL2gyMiIPTUy+sJuCV+TMefdf+wpJx6eJDMZwaTc8NNaVaXd8NTQprXu/h0ESdQdi/CB3zNa46jEjbqI9SRhTXsoeYIkamoxiCV7Q3sgZEiY92FHFjJ6UlUr243BbarXMd9ByTxQ5GuH4bQ1/e2N2waDn7gUxO2lP+sT2nLkhDm79AmWYShmFeXIiaYnqmRvI4fblRjjGe4wjFpJxZBukyM44oG4KSBQzHHeIdLjVmY5Yo27U3DZMYHz0AZ5AxwxQg1ZG1dgZkHPyO8IGJVlV0LeEOMCPc41u285SmuHXqw8fVXFTA7+QrONITSyNhjCTIEI1y8ueLvRDvge0Lm81f1Byi/BUEC9FnZLFgUuiJ+aXUFVst5IMgXbKcx7/mjicsgCjZkY8N5cjlULs1V1mQeix9YdQq7YV+d+1ut9EjXeb616F/r+5VxS4FIGyhY3j5WMdUQCJ2YL7T7p+qTzrnQzkQSuQ1LnwNnbidVDy7oX+gWeNwhN4/0nPe1IOfl9t04VogFeuvHkxbp6q+cUAP3NeAzBkFTNdSnHPbtRAB7zUmfQNPijDQ3t7/xpagDiBhV91bW8oeUaZ9zvOL22hP8aOfaz/bkhtsaNXhsLPhTKya/xzVU4O3AbTMcdwmylEpm8Cdi9Rp7+gh4WOcURgQ0RJqUd8Yw09J9QtgcWI7mEZfTrwXqw+3RrTIJ4suVlyBHjHWY+5kp4acEl+Q3CP81b7PlqIttWRL7oqdQh7ITpFiqqCVOAsI6c1A6kaOm5gNQ+3hTeGOurScn9o1vbx67EROD4/yHGlJktxe2BzHvXXmVC8uAyfZUcqumvvFN285bh/0ixn0PIdxVWJwQFZUbMNWqpEvbk+olJk026WT8t2O21Fi1oK+4JcwWod5O+0BOEIdOhgzmd8UxVqkRUhnTbMgem1FBH7biTrxGMBraJVoVL3Ay5AE8rDotWCNrJwh/m4jOfoIEElYzvfletISkY3STQZvakzsR6FXSrkvI0kWStMVdGchQjMQ6YitOLm/eH6b5Yr/vyq1pqfk9tHLpA680tYe+XiNqbiqE4vf2Wx5fgxOSr2ePoUJa1pzZRWNG95tLrA7I3xEyuMs556Uilj+C+lhS3JZBlQN96qY6Y/R1tHuvNLg5z2hDYwUe2R0YO79xL/v0Gbm7VZbH2VdVelO4CBpsn44U7BsVID/mSh3BOIooHJ3sJ3uR4khwLxhGI2HobM8ZmPaPLsZsiuptbXDziKPZcreUUcfaoCPqdY1x1tgAz65at1tUr3EM2m2rb8xqdsVVbh02uNN8pfdqMrYLYbJm4J9h4+0vLwUyYmTNEkluxyFjEk72i20Om2a+doaxNzmur6FEOvmLIJ0rwehg55N4kOPA52nw+iDhqeQb0QVKuD8f5d6HDZUtW1+Y2U5e1mF3VeQCTwgewLTB1Qj6x2nW3wqXh/SPezKdH4Gik6casUnGUVnzZ/BmrCJRByDR0SG7Ks47xAxhIF402IPvU6PJBR/NJ4yP1P8Bgz3K+GfNtq7gYi5NIV505rw+yop6KcdRQCReOStYTEtdZ1PHP/4ZODV6olQtwaoLd+kjIbYUei9IvaOVKMR2v2aqvc50VqNl4HI8GNhsY6akV1wAA8j7LGCFLiTkXFWeLW5ifbzhp6Jd8OtJoR2MRFKUKjEh6SbpPkIHB2MBYfmCbQq1HeUbnDsNpjrxv0Ulx8Mu3cX567Eo5Buf951Ov3qA8azekVwiG5Mx0HoOVm/ycl0F5y9CPHGA7lacVyfh9F0HrVw035cDZtdQFysew+6nQtTb3joUBoWZL+fwAAKHIq+u8u3/ACpkINMGLNGI/Nq5gvY/FGkYqZYxK+NHi27ojbhlmw7uzY3p2XBYlomh20XKWyl6uwvqNPiXmtdQcloWqD6KNYPH8GtpFJmIHiUwApyK6UTspsXftZSdAa2CJSgzxRsCbkkXjBd2sRB+OcOI1lWlmyMrLQWhFje3p3x8uVkEYHkWGjO3PDuLDFFnAwULr5jH2jgNhQuiWfo6XqyvCfAIWziZLj4qsBhiCSRsNQo0ab0bYfrEunDuRDDu/7Ddeh30EzInNFb0Q/UDZ2ctt9U3qAbx5y533Jf6p/BX54fC9/1X/0f8d/6H39ftp/7X/lf9l/YH+vfqt/wn+gfoV6EntBfX19enY4VNMaf+9v0Am36KhQmP2GwIHIgJ+AK4AOgAmADIAEgAGAAIAAgACAAIAAgACAAIAAgACAAIABgASAB4AKgBCANYAFgf6CiYSaiEC2xTnaZjZuPnXefcx/9X/3f/p//n//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/6f+B/CH9De3JurTEjzNKSe4NtgAyAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAA4AVgLWAiIhdyRxG/XmYf/h//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/V/WX+oc5gIH4/dgAuAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAiAlIBLjUgWLHvnf/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/5n+UeQPz94MWgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAEYAdiqw7/379f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/5f5B9Iwq1gweAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgB2AUJ7EcvB//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/93/Ge5DFkIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIACgPyGt2Dmf/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/sf+R0FJ0rgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAyoHdNsF//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/5/Bn+d+MqAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAEgGuLDXb6f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/5/6H2dwEiAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAOgJGchXv8f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/vX6SyjuAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgBOARbitff9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/7f7p3yowGgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAVgBi2Yn3+f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/+387dzCNB4AAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAOgBOXNnv9f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/0fyhvxYYDgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAQ4F4L5N//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/aH/iCfWAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgEmAJr+rff1//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/mn84OLGDA4AAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAGAnYB6zsd7+n//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//X9xfkcJc4ECgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAIgPaDFzf2fv1//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/9H8ffesLsIUTgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAyAKYKc2GB1xX/+f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/9f6B/bnBJ2RGEKoABgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIACgDSALoTnyQtm/X72f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/1/wn84fItUdtXoh3KABIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAEgDeA8oPKtnVRfXuMf/R//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/vf1F/CHf9KqCi4INJgAiAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAYAQgHiAL4Q+pXIuKXc5f+h//X//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/+f/J/ZH8pejVUlthBiMSAGYAEgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgASALYAtgtKaTwo7YmJ7pn/3f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/9X+vf5h98Wl+9guYUYI+gAaAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAoAbgAOCKJWP1yVD9Xqbf/Z//n//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/h/kn9TeVVQKdMkkSKCLoACgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAJgHmARoWkrnUmVG72fcp//X//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/x/yn/xfBJ3X1RLy+2JwYErgAOAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAoASgK6ANIiqtHgY7WmyfcB/+n//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/5/+H/jf7V/5n7GeVZwgV+YMvXBn5OHiTKFpYFmgBuACIACgAGAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIABgAKABYAugMyDZ5Qmmj7eKnCZflh/sH/2f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/1/+3/5f/N/3H++f91/xH/0fv58lX32foR/9n4wfVx9Cn//fqV+KH+ff2J/L38rfxt/7X4sf89+D370em50s22BZzNVVCFfwG6ZE4+ThqOAHYAPgAiAAoAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAEgD+AGIMikuvG2Ug6ezR/1H/9f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/8f+x/qH+efnd7mWu9LpG6gJB2iQiEZoARgByAa4AhgASAAoAFgAWAAoACgAyAPYBAgBWAG4DrgGuIBYnNhiGQzLFg/JJcvGj5ZpJuXHvufRV/MX8Zf29/xX/Lf6p/eX/Bf+J/xX96fQN98330fbl8wnNUTpQxuAoj7d21ppRshSqCWoEEgUGAC4AEgAaAA4ABgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAYABgASAFoBOgEuAIYB8gKuG46SnngSf0eBkPC80I1uedyZ9l32nfqJ/1n+4f9B/+H/9f/x/93/wf+5//H//f/9//X/2f+5/+H/6f+x/1n/Rf99/xX9Df6t+Vn4/e7Z6uXpqboJBkyPlGL4WnQRu1fekDJOJh2SGH4ZUhRWG9IP4gBSBfIEugY6BCIPEgZ2BAIGmgbWDD4afhcWJ1I4ZlSiQy5kspR/JrwU/KtMucUY0OyRKgl+EeKp6mHYzd9p6XXnBeaN8Dn8If9N7/25TeUl/sH9XfcR38XnGeqt4OnjgdmZ6Znd5autp5mtoQiUnKVQTbMpPKRFWslaumiaVUCnkHaDTlTSe9ZwSjWuFmYe1jzKTvYMhgcyAaIBPgDmBfYKggA2ADIA1gL6AXIAUgAqAFoA1gEaADYAJgDGAiYCOgFiAHIAxgFCBlYKMgd6BroJliRCXhJx/lz+ohsUI+LgqkByy5kFH7HgCethwQXPJdqp1H3mjfiF/QH5kfpt+8n5Tf+5+t36qf6p/n33DfFJ/vH+Wf1l/on5dfWd+A3+JfmJ+qHxofAJ/tX6OeXF6D3wNepB5T3oEbbFkz3BydA5yil6RG2o1I1U4KonTAs/7AuEy/9G6mxmax5H5j7WsxJ8DiGGDdIXSjbiMFISog4+FDYO0gQqHNYTCgeeHXJS7i9aD+oB5iEvlsq4oghSC+aTkKbXB5I8BpJvToL39vF33oiLc19ud39jma1xaHrEErOMQUlKvZM3czYwPseATCD0/GVKmEJgevzmvo4yyh52XeLz4k+iGt4bWg4OCrofkmPOPi4PygRGF4Y4qi5+IwJ0FrfaRapxanN6juA6gQkhPVEY30YPOvGkIfUx3zG0hcQN13Xs2fl19gX1Ffjh+R3/wftt533l5f81/N3+JfEJ9vXqobqJ4L366fSZ2+TqwP5lV0zehDls9pD00pQSEWI7hyJi0z4pXgoOAnoDEg1GDs4BSgEWA6IDvgC2AF4BhgBeBXYE5hV+DNYAxgPGFDe9eD3qUqITRrnEj0gnCRWR6mnzUbutumX5yf7p+UH/0f/x/8X/Rf/h//n/+f/5//3//f/5//3//f/9//3/+f/5//3/+f+Z/4n/vf/R/r39FfmZ93XtPdkNfHDFaHHnaYZKIh0SDa4A7gM6AZIAFgAOAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIACgACAAIAlgEaAA4ALgBiDbZEjh/uCpo/4UuVyfc96UYh+6XPzfMp/z3/0f4t/hn//f/9/6n/7f/9//3/4f/h//3//f/9//H//f/1/8X/7f/t/63++f+p/5X8Jfz56+n4Df1FSXSNVbGZX7SQ8zGiJpZGHxMWNOIK4gkGGhYMigBGA64PtjFqACoAjgNiCXIJ4gBWCe4kQgxyCX5W4x4acZpQCskFTRXpoMNTGXSC0cil+Mn2HbR94tnytfcd/f39Eftx/OH+edpx/+X+7fzR+jH/lf7R/jH4tfr5/Tn/yfJF/Jn/aYZV2U3fiWtd3nXcjAFLlXtSjvsbHi7innv+ItYPbiSOMtYA3gPWB6oEHgB6AV4EEgACAI4AlgAOACoBGgBuAAYAAgAKAGYCMgBOAAIAFgEaC9IEHgB+ArIIQgAiAtJD+JgH0x76pgOGChvB30cS18/44Mit9x369orGFW3rjf7B+OH5bfBJ94Hrede996n+LfwR9DnwDe+h+aXa0dvN/8X9WI48P4379fJlkX3uZfccBAjCnftF+k1UDVKVpEO7a9jZ41UWcsJM31zftw0cRwvNB1HPhecpn3bu8L6R1ybjmWacFv7bvR9fio2k572XDrM2HGutQd4ZNCfwZbuovKKDRP19pm9PnR3xzFiLgBBNxuzy7rNxH8XWBRsMTBitxD242wlRjJInZ5/gTfYFhCZMaMBR9gioLm9doWHwQuIDEpz18Ns1tM0i4nyTHsUmWWCUYH5LN2ShgXJqNkRpjuWmAo9LatcTzlLIYZlAnhaCDOGCjdA6MBIruWQdpr4s8hYbljxC+N606P4kVhIf0AmOLwIeKx8rGvWWHyrZGWuZUe6MfiEOYfhHDKyQGMaOFjOoEeHrcvsaAKCamfU+tR6NwXehWN6/HkWIdG0eUQetYdskI3NJ4SFgFgXGYVH5ddgilpwjTCMnb7HD/JWKCADa4fy93Mah9pX963nXy5NXgc/RDD9d5ZH2IpPMBVXeICA+KSLIzfCRffJ9nqH9gFnIjE4pRqIu9kMdpyHaRhFWT9XuYdAHeyDhFfOVi4PPq3ICtMh+6ehBPHYY0wc5t4P8fhuueEFUNEDPWk5eG/wZ9mVqlorCHuPwI8UZQkknO90ASHl1+CUmmcUasbUDS1ZjDJvptdknpBgHFQPXmVyp3TcCJjZURSvuSsK3wqGwfCnjGlNMlq6DOrkk3aCqutOApXLxjJfII6VH60Au7TABWmBDB72M/lTc3pfzVmDBJ+f+aFpme8xHXXZPRqnxJhgfKp2KK2b1wDRLCkR77g6mGTreZV7/haLKiMCzqk7Ta4eN22QpOmXE3UWDBeXNDsLAng5a9P3RVuNeMOe8/TniO/4I7lvaiF59Eg0C1MMc2AoDGESQkdZhvk0JxwL4IK3x7fqhMJxr6eBl/IX2qO6WjAdPrHoFIza+rhFHAp2gBJpKPzJgu/Ecik81E5cGvZEXxR5lDKUbre6V7DwvX0uNpvH9/b03hntSmU3B+91aN3Iu/fmTcVs2RUoP+pm1WeaVMjCiOEWs9de7BxavIiDf8uZNujGmZIWXLfBY+FK36Gqh/+ne2j0eBStX2frdyMVsmuR4oa19Lj+eBxI3kbF2vwITWk4Foo250g3GDvYWZaLN5reVAi17U3n3xdl3cdJGSE3xetlhGXbAP+XRTedZIj5Ahjcqcj5zPpsMlgmr9UeKyloNzkqYJAf3otwmNRToHeegx5Ygwk812mX2oFqyC64YcLJZ6OTZrh3Td6W5tWHOIm4X2o4sQfd+/wrT0zQxR9SmQY7w8IxjfF6WmoRlYx2P34UqHSLD3ZARjrJ1+gT+rYU+xbMXstONP7meyqBHwD9Ybo6sQznH5nXjsdQjMDJH+5Ap4VuFgj6HG3lmzZ7YQ8AGLwWcNCN3A48AiDAiezNjc+nbVfA3az4xqo31wv3cVIaycydPQY/pUXD/d/38lEbIX0mxMdzZFMx24icIIIg123R7MmoOlzSoDPlLdjfA/EJxbchJW3gPMu8kCKDgdPAYgAlULubpIEvNhzS5r4ZK9R/2LCj8Y2EhS/GHQdw6nX0QxhMgCxyAMCRRh/XRKozmUCMjGQNLSQ5FnSSAso0HNm1lvVz7QmfnwZPZdPN/iqkcWSmLjQZLK3crOVHRzNhJvnHrIi0m9RS7T0LwWL89GfNQDn0/p3Fj1L3CbgYnj40ZipRiNkU6gcyLrMdTGd55lu/3bU8oZwfnbPwkUAcuhMIdToTwOWws2lLOEXLX0NFUCiJVzh+acqdCw1kbK1NmSAKbY+o5Umf4eYls29VakXtYXKmAq9fdgxdLd7UZhZqMg0u3nIDo7AfWt2C5MtHlUYrLqJvTcVFd2M1xz+DwXUmu6cnlM4lbOcl5kNxasEC9gI3pYc+xHVSaaNI9b8luKMEo1v2eKZF0oxgGpD54UVA8QGAA3zENJHOLXrLsl0xz63vzv4ErZJeSK2mPEsbnbuIi78b6Xvd+/m88Ly1ukmY9bnePDkM3GtYipCbaGsRGSbpLOwDrijrP6mjO5DOacvdmOPp34AMseqctgu5X89P7soIKh/DV8c/44Z9c3CJdCcSO0BuNDzGmDYLVShmWVcDRloTedMSNokHh1cjtt93BPZgVWImk5d114WWvoT9diRXZ/clNqUW7varRhq2PpXlVNakbPRT5FIVUoWqQ/5hFr7xbaHdfn3Arbcsaft2Wzra2ao6mbPJBuiamHBYc/hhqLmJHfj02LSYZXgimCLYM/hI6I55EvjTWLXI3jizON9ZXsktmM/Iz6k8CxMucG+tvjrNMo0IrLoOAWAv4h40W2Y+xl9mo+cT1v7W0rdM10S3UyewV+pH5Ef05/rn4ffjt+q33pfel+YH+bf7N/M39yfT99Mn5Tfmt+Nn3/erF8Z34Dfjt8cHYkaEZcRVghSFFC3EulResiBPikx6al3JWujluIFIaThc2EZ4PggbSAV4A9gC2AFYANgAqADoAUgBOACIAEgAOABIAFgAeACYAVgD2AZ4BRgFeAkICygYeFkInvivqTnLIJ5y0hxj9oPDVE8Vb/YThmgm+ud4F8Cn5WfUF6+nljfCp+334Cf/N+d3/Tf+x/8H/0f/V/+H/7f/1//X/+f/9//3//f/9//n/9f/1//X/5f+9/1H+sf0d/JH5LeTNs71BIJzLo37PHljSN4op1iLaDPYFvgDiAJYAbgA+ACIAFgAWAA4ACgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIABgAiAH4BYgPaAeoLLh6idWtTLF2lUWXGIfCZ/tH/Cf71/uX+7f8d/33/rf/V/+X/7f/p/+X/4f/l//H/+f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/3f+B/mn/Ffdh1QFG4C/C9CZcRhS+BRIAXgAqABoADgAKAAYABgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAOADoBNgKqBkIn6obLtLy0IYRB0N3xbfpB/2n/0f/l/+3/5f/p//H/+f/5//3/+f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/6f+d/m381fuZ4EFksFdTDR53Mi6OH9YTDhKeFMIg2iVSNnI6OlGmaqaWlnYeY3YythVSBU4ANgAKAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgA6A84C5i5rVU03HelN/2X/qf/J/8X/xf+t/3n+ef0d/VX4ffep5SnVwZuRa2FfVZDxwDXuOfrl/8n/+f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/1f5l/OX1abJAx170IjnSDZYG2gJKAm4D1gKKB1oMxiayWDacJxL7ch/S86MTWmrCalIaEvoAUgAKAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIADgFiAaoUBu9pQQHy3f/V//H/+f/5//n/+f/x/83+8f8V+kXr0beJPwB8f0YigAY4cismM+qCX3z4/jm5CfGh/8X/+f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/7f81/4H1acO5DCgkQyCinHJfMkhmSHpg0pTi+gNzzA5wj2Tt7OjE7aS/5Fb3PLp4UiN+BW4AQgAKAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAGADIBRgNeB7YUHkqSqJtGE2BXV+L+Rtnip5KDskEqJDYScgtWBnoEQgQCBqoGjhKmJOpawvIQTJlMycFN79X7Af+1/+n/+f/9//3//f/9//3//f/9//3//f/9//3/9f/1//H/4f/B/4n/Wf9N/zX+1f7J/w3/Nf7R/mX+Tf6p/sn+rf55/k39qfx1/nH6OfY56THbdcI1nKFRdNqMOHutqxtKws53bkGOHb4QahO+DYYKXgVuBf4HrgKGAk4DdgNqAtYCIgJiAi4CVgKSAzoCigI2AloDsgN6AyYC+gEiB04EugruBC4KogmWEIoYWimSLoo3HlCSpZ7UOw+HhcBD7K306xErMYANv9HbreaF7a3yTfRh+on4Cf2R/i3+sf7V/w3/Gf89/1n/ef+Z/6H/ff91/5n/uf+t/4n/cf9x/03/Ef7t/w3+9f6h/cH8Ff0V+Kn4Efl19NXuwdwlzN26BZb1aEkkKNSIUyu8CzXK5taiToMmVi43ZhoaEj4OwgnuB8oDLgMOAi4BYgD2ANIAngCuAL4A6gCuAHYASgBuAPIB6gGmASIAzgF6A24DRgbmBXIJKhNaIPolGi2uU/7g92r/rUAMHNO9Wm2pYc7N44nq/feZ+g3+Yf6x/wX/rf/l//X/8f/t/+n/9f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/x/+X/zf+x/5X/gf7x/TX+VfQR6LHM1ZxxHnhMI3UGzTpEphqqChoGngDSADoAFgAKAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIACgAWACIANgCCAlIC/grWLZaTZ13YKyD+dZ9N5un7Kf/F/+X/7f/1//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/x/7n+4f7t+4nqKZ7IsocBwjbSCvoAqgAeAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAGADoBwgJ+BvoXPnykdoHQ4f+l//H//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/8f+B/K3/LeOtLJLYhhWeAC4ABgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIABgBKAgoHllW4R1G0Zftd//H//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/9n+Jf+57kU6hwruGYoAEgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAJgKiAEo8vJEh5k3/5f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/8X/efu5uGhCpk0CBEIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAuAO4ELn8pSbn7xf/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/7f49/OHW8EQSOpIAGgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAFgLiAqpwXVHV+9H//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/dfzl8syAmjm+AA4AAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAD4Bxgbaq7mNAf/x//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//H+Nfzd5rh/mkq2ABYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIACgIGAnZazSHt+9H//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/1/n38idrLgtIU0gAGAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAYAQgGWBRajKZe5++n//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/+39mf0ty6uOviGuABIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAyAb4EGpuVUuHzlf/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/l/k3+TeAE8fJ6ngRKAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgASAZYBUhinW8GIwftV//X//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/4f59/43qrWpjXWIvlgBOAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIACgB6At4HClmYIH2oHfs9//X//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/6f+R/PH8Ge2hZ+ekylg2DQ4AFgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAGADICRgO+H0MhuSWR3YH6+f/Z//n//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/7f+B/PX9keqdaAedYkaSBKYADgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIACgCWAjoFgjBPT2VHFedV+y3/3f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/5/73+Rf+57XFxF4qGNIYEcgAGAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAGAE4A6gc+PvuPDUNd3F3/bf/h//n//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/7f/l/+3/8f/p/8H/mf+t/93/7f/1//X/9f/5//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/7f8Z/rn0mcbo4PLBohDeAA4AAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAEgFWAioXNqA4JLV7je4h/83/9f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/9f/h/8X/rf91/vH90f1F/in+4f8d/yn+/f9B/7H/5f/t//X/+f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/5/9X++fzx+BHbMS2PY5YyCgSmABYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAOADICqgFOIiKjh74Yw110kfJN/3n/uf/h//H/+f/9//3//f/9//3//f/9//3//f/9//X/6f/t/+3/xf+d/z39xf1Z/nX9xf3J+oX1ffmd/wH+YfyZ/S3+vf+F/83/3f/h//X/+f/9//3//f/9//3//f/9//3//f/9//3/+f/1/+X/tf7Z/tX5+e5V27Gj5Nk3HQo/FgvaAVIAWgASAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAA4AdgICAkIDjgF+D/opqnB+/buGED8BWOWapV31RUWrqdnJ683q3fOF9PH2nez19ln2pfK97LX0ufeV8NH0NfrF9M321fJN8oXw8fVh9zH11fhB/NH82fyh/ZH+Vf5p/qn/Tf+N/6X/rf+h/4X/sf/R/8n/sf+V/3H/Mf8x/1X/Uf6x/P396fuh95nxIe/N4V3Zrb8ZdF0FRI2kAkePezUO71KLYk+OLmYgAhhOEWYKCgRqB34D6gOuAe4BqgLSA5YCRgFCASIDPgOaBlIEdgVmBQoGqgSiEJ4meiD+F5oUFll2rh5jEih2axMxP79faYLKivqQKthWp4iPRhQ2fVVNRjxmwDzAt3krFVE9LujyUTFVh5l47ZRtxYmyRVFxND2W6ddR0oWnibzB623SBYfRtDHvqeYt07He6fPd8PW8ESUBvrX4Cf+Z3vWDlZmV2mnYYaOViE3QreGNkexZKA69bpGVcA6DdlhUgAnrgfOIk5X7a1qQfnvK/qpi/g8uWm/cN2/OZKIN+gsuNKYi6gSiSMPhI5haSdIGrgguyY8BulIWKG4pSsozYto2snI8XKOCbjviQOLex0SWhfI0uy2pk+w4nh3SVNy+cO46pcojNxWYyzKX0kfQ5Onw/W6CSGoJRm6onyA7D2a04DW0wPy663ZHHtaZnSXnmBMu1mhteNa8I62YufYBXF8i69PYbFi4NbWFw20dJd5N8TcdShZlGKH9DcJc6pVrQEaYXMljOXgVQ3x5HSuosfbLDHzJ1vUQ19lUcRPu2J7NiqOvQoTFB9GvDJGYgkGbIc1gIpY/Gzcklc/dBXAlpgpsBsSd3vHxCInSRZc2ZLc2YRb16dvl8aFXhN7EJe64m6Ovt0JgGIgdz/NbEwAhtUzsZkDS6vC7hjtiHAzusZoyyr6LXOZhtrgOVxr5de/8Sggae7iKaNOptHR2Ii4PO/CeFixeLmP6X/6IS7fDqsihImUw8l1uzbNxIwopRyEwP38B4SXwP5WKMu4Evl7Aph6WskzoNN0c3F4vQtYgjnvNQXELqj9qV5wxrcoJ16VkQQImnJZamN7QJ94w8qLws9jrIRIomePnanPWjwFZmvjiDIvWxQ+TL5jQhfnx6sB47sj+UbuSGWIwdn8TnsNw21lvogSCAyuV4BSy2aVYd4dWKpzf3eAdG/ayKu4ZyLVY2ionIWFv3R6t5CmySix+UMSGdshO6fW15EpXCQQMKBDFOGNnuj7kRm7ay/ex/3X4mqFheyH5vMHuQyIj8xAQY3MNsJO0X8LR91vrtUJ7XCONvnNvZh68rWXYgcbpe2iheaIoqIKEQrKCP4uCmcE5wTfXiqoosuzlbi0aFVBDSOIzY1VO9UJfNtz70drVfcm/1NHOP3arfrJnsKhSwwSx4rGNLgD2ATBy1ySThUXfpBKG48mIGaZ7k045+vJMtabLxyzw5TcOflYAhw0ht0oIkHhzSu1nkEQqy6hDGMdEXLEBj+t5QqGYug82FNAJ+Q2yvy63xPXZyYL65xJpOmFeY0O7ScoRx7yEea/5esuGlXgQ7eZ5n+Th/v3S04CqhTVy6dnWLyIuqsR2BCUnxf3V4m57u9Vh4LUfyk2WXQPJ3jleK7ukDm1AUWXWntDGQDnI2LVaIKpEQhA5P3HCQgBC86EtBl5a6cISfgMRvAn5WwtmFlND9dhiKxIAqxQyTb4E1gCWARYD1gcGAAIAbgP923H/6flZvjPqzGfeHZ4HSbKF8ZXwRfd7gbJ02eho5Sq1miYCC319Y1KOCpAhjVkItFXAk3dGCf8Df+wM/AFktZ3xkrCi38HnbnUaYiTWF+0Ea+eE5v188+WKSbyLQc/NciuYFzgR4bk0jE5R1ACQLCo8kVfjhC9NRGHqlK6vwZVOYF34yLtkRx9c04rs0nXpErgMB2JcRcML8h7wUZ23cHNO9OOnwdqYrpCopSw6sN69d2A3x8Lmn4oL4udwa4wQSgf8Ey4DYx/SVAi/JOt/LAHcd9c4oEogiJ4qDFmtJpH+4f8d++H+VKimB+3jTf1BCHO7Bfep8t4G4gQ9DpCcheso7woNQkY5uun9tDf8R+n9qeSCSb6GPx38ol3fx17pFOWw9bFdkuJff1hVyrTeBtGMkcxhc4Uv6Yqd9pD0IwW48QGqRNhDHRKpoVNNI/IE3bOaSCaoXgDfZg9DPHfVVGomHW4HoWuAQtoVHQlwU+4CttWRgF2IgzwGLr+XPA2yghSe1kgKa5VWeIIaAxoJmEaiM4I/AkNgLqZVg5LyEQ7QNmQGBefQWT/blAU4521yGIFEyAbzfFyjGovOEtJJ27u28wOFIwh66TeKngheUbHNxTxcEuawoqCCROkFExayxH00AAAjF5TFt6Dm+ZfR8t67ih72c5hXKYQX3tZSSzk9JYlIheqmQq1zpJtds7dT2d0o9GOPHZA+s09fWVQ84SFn9VeTOnX3UYxRH6hYsPAcYDx9Ud3ulZ2a1GaD/R25xpgXm8rg9Ili1PhXhRK79DcpvLV58v/8PWHQCNvyhxlr1dU4htQU8dKN3smHndsx4zGpbDhVBkiQlVYF3zWYY9eLgZm7AbG/D2cqjHgki9GQBeu583l2Ycvh+2nfUeiJ/GRq/gdSyIX3CaeTKBnaefwJV3I0+qucak3rGfOEzUJZgHm1+u2hClMypxUCDAW/5vDlGfBN+yBVb2E2495Sik2CCUYCdpZ5+YGwyg7uADt9rRCKMW4bcZZJ+7CnfLWp+kCnahdrpXpTSgHaACYCigKBms3+Xs82AIZEjhTGAvKUDaPrk5ivFf1J9tIR6gIbbXu5WhGGN599U6/tdIl98gymF91trCICA4oFuXEx0sscet6BOShN1vjwFcHtpf5l+Mnqk7vGHk6VpWnn3rZcf9xtqVhDtkxWfYBJBRCkIL1OCGYnUh2h0YpPrSGf3fAxunGbMR0fSML11VPl3iTTfCr0qqeWI0QLwfy9QV0jJcNmSYzpFXcV6uvpI4HWDI/z6gQJWIZNsej0IoNekOKh2iQONestKRRBwQWT1TGzDxapPwwuHyY1gUwZ1eSD2lLLkAnLI9dyBF4Z0O/1z/O2Sko6IY+50dWX/WoZyjVCG+oCqkG0l+wZetaGz7i7dZv9Xk0heHOW2pLRoPE83HIset6Z3m16stHC27swOk+qlCECR/vXbEnZUfHZTNU04Ob3YY8+ay73RIzEQdA95KVqBHw5B7h+jsH4WwHwHfJst1WcnfTVWduMh0BT0sG3TflJ75l92d6B6ORth6ftc6XCVQwAtBmspfBh8qHScVlv4G/ZQWII/UeI2bcN+Vmh1MAF1FW/ZxpXQsV+odGtTWi03VY5mOGyQYwb3rtt+BjW1aodsplFpVHiCOmTmv74CjDOHT+ANXb/Y4pUn1jnwVpQLmTihBobAjQG6xo60ihjjY/uMhquHvNCouyCHnoMJhYqOBqNeisiAzYNiopSFaID4iVcNfpYtgaGHyp6+gymBOoI5guOKYOSvumiE04SjiuyB2IFKm0ay4pFkt2Ip1dndiLWIJ72ovOuR+J2h53Dz+yW+WTDrg6iRSpB1NzyFVMp81nYGIqFM73WUeZZ6fnvYfKV+f3/hftl4UHxDf+l+Sn5+f9B/yn/Ff7R/FH8yfpN/33/bfoh4KH/2f+p/Ln8Gf0l/cn+FfyF+DHwTf6R/7X64fax+wn7QfdJ763RZcIJ7x30ee1R2PXmQdJJPrxr2Q3JhaEP9HVcWLd+w33cKLM6diWOFq5Ggo86c44ligQGBIYMFhYuBjICMgFSADoAKgCmAKoAEgAKAC4AYgAOAAIABgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAA4ANgBqAGIAKgAeAHoCUgP2AUoGagxWLM455kDquPOGW64wjJGh2cD9yc314fz5/q36Bf9R/9H/8f/5//n//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/+f/1//H/7f/l/8n+of6t993qwe6h5uXM8WeUmZgT94W+cC4ZPgkCBq4CGgC6AB4ACgAGAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACABIAbgGCA3oCPgnGN/sKECAU33mVZe+h+vH/2f/1//n//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/1/73/cf9Z/KX88eyJ3XXcUZWcg+sYZlP2DeYG2gF6AJIAMgAOAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAaAHYAwgHqAQIScqR8GhE46c4J9d3/vf/t//n//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/t/6H+ufzx+FnqCa3A1quIIsAqMEIMZgW+AHoAIgAGAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAJgF6AYoLRi0yxmRK2aBZ8r37Kf/h//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/6f+9/0n/ZfhR7vm0cM+bWWrAkjLiBO4AJgAKAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgASAHYCFgPKCkphu7JRP2HXtfZJ/+n//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/7f+R/iX9NfYBqsUMhAmC1C5HVg2OAEIAFgAGAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIABgAyAPIDWgEWE/Z7IB4Rgl3tIf+F/+X//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/l/xn8Af4J8jXP/QWfdAJS5g7yAJIAEgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAGgDyAGoJwj5G6agd6V+h3bH/0f/5//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/3f9p/U38SfSBsZyIPu+mPfoJdgA2AAoAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAYAWgHqB7Ih4pjr440BIdBN/8H/8f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/+f/h/tn/ofUZ6i2dqLSncl5RsgTWAEoAFgAGAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAGABIAUgE+AEIHQhE6XCtc6TXR6nH2XfrZ//H//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/8f/N/0393f8d8mmb3NrsujvztqYGHuYF3gCqAEoAIgAOAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAGAAoABgACAAoBJgOyBIYMUhMmEaoPCikjjam0dejx383JUe5F+aH/Bf/p//3//f/1//H/9f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/5//X/9f/x//H/2f6h/On4QfoJ+xH65fjV8/2quQFMT5vJM24DJPLRYpB2Xm4mlg4qD64L9gIiAv4C6gFaAGYAEgAWAK4A3gASAAYADgAOAAYACgASAAoACgAKAAoADgAaAAoAAgAGABYAKgBKAB4ABgAKAKIA9gBKACYAMgBiAJoE+jGWGWYBAgPmHGrFni3WD1aMOSz1LyLKSih23rU8CUQUIZFaafW564SLUEJhyO38Sf+181X3gfs1953sVfuB/9X/uffdpgX72f+1/x37SeZx+13/lf4F+VXEPft5/5n+wfnR2vXdIeAV9O39Af+Z7zW+PawFtoGWZZ+t5SnnhXkslHgwsHusweUBlLNYHaAxfMLDnpqu8xGbnELgtmCbHbvOOz8aKrYPymOcAZeQ7gyqBRpNF8LOotIwak8CAtoCSj1XHV6CDg2uJC5bajQSB8IFAjJ7AduFMiByFIJc9vAGCQoEHm1wUxuu5inSFoK8cLXq1tKWaxGQBDSaIjMSaW/1yS0W0X5n+Nw95z15/h/6MGhjCeytsGLx4Q7hwZ2s6rCLUJm5tXYDbVMIrbPh+O3x12rOpdigRW/BxygDiQWl41HlsGJ2dDhydbkxVHN3EZUVue18ZBxLfcx/XGwBkGj2YZl1Hrr7/jVskpHziYyYRuepcUb3MMLU8WPHgrN6tFUhxtWPC+amzw5Es5hfkLGEOOA48HGwZvkGUvaw8T3ziNNpnLkE5viMhrS2PcPV/cAwaqrG+oM8wsngHzt+BWaj+cS5O+a1G3dBlUBnPhIKT2lAIayvDN6k89bBYYWg3n6eHa81U8GH1Lm3PYCy8Nq5AtkvMS73/Lr1yPwOdkCTR8mH576OEn8fZdrZCC7r717fVrfoo8969zxXicD47oIkmlF5HeVxN3cG3AwsSQaMISurI3onhoketI8WVjeTXbCEcL6V77W5gkUolvJ2ve/am9vkjU1ghHHTzijTH+6Obs/uZYObwHKicEQxsPVPQ4YPTnPVU4uXhvDIHULUQJdMd3p4NahcQB4foVdIV97ghHAFL3UvvO/Py2wPu1hRmCpjd5b4nxs7kFQOxB1nrXeTZ+qvk1LKyyaEFDevezO3+8yvxBzzFM8Mv8Hv93PxHFWQtLyeEECsAQg7lKWAlfRQqJZE6ZjMkMe9Bzk0/VcdXrFDyQGk2H0YlZNNsv3HOd99wgFmNW41vPHMaa81gjGKab+V2i3d+dS1zTG96Y1NTO1jiZDNmfGz0d8t5lW/AS6wnBCNSPx9bZWJyVEU1zRE583LaJNMh1TfJOrK/pU2dPZFuiRGKco0hiWSC34C3gJKAVIBjgKGAuYBTgBSACIAMgAuACoAsgO2AdYAkgC6AZIB0gJqAVoFmhMeKdZa6qTTA59EE46zxlRbMU71y03ZRe0d+2X4uf2x/lX/Uf+p/43/hf+1/83/4f/p/+n/6f/J/wn+4f+p/9X/zf/F/73/jf65/c3+Yf7V/vn+1f3F/F3/ufu5+Pn93f8l+sHvjdSZu6WYuZuFcxj/uAx7Ab5gwiXOCxIBqgDGACIACgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAYAIgH+AooTPmqzx91mGe75//X//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/9f/N/3n/Df5F/Gn+Kfmx+EX7SfDp6/niZd3Z2AHYSd9t06W54Y0VQpyCW1eudF4ltgqeAH4AEgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIALgMSC1sLDap9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/8f9J/Kn46ddNUqwv5vhqiSpXKkseWL6ug2Nog11dtc2x8EH+of9p/5H/jf9R/rn8ef9l7lmf6AwOSI4ELgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACABIBlhpRb43//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/Of1t39PLlh0+ABIAAgACAAIAAgACAAIACgByABYJVqWhP9HzMf/1//3//f/9//3//f/9//3//f/9/8n/ge7TpTYECgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgE2Belb5f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/1fzR2Vp9CgACAAIAAgACAAIAAgACAAIAAgACAAIAKgNaCcPCeeu9//3//f/9//3//f/9//3//f/9//3//f/5/jn4L2FGAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAS4AbJvN//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/x/CnizozSAAIAAgACAAIAAgACAAIAAgACAAIAAgAKA1oCctX9xxH//f/9//3//f/9//3//f/9//3//f/9/+39Re16fG4AAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAdgMTv5H//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/7f9x5DsoygQSAAIAAgACAAIAAgACAAIAAgACAAoBDgAKKTxQ/esJ//X//f/9//3//f/9//3//f/9/8H/HfDvriYECgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAGAeokheP5//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f+B/lHu0QGuyOobngD2AGoAegCeAR4CbgDOCKoytvpwbml6Qcxd8Pn6rftl9Knv1b/s26a6BgyWAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACABIAChmhJp3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/8f+l/a3+DfWF04GPcRZAuLhE98VzLWq1onKeU9ItbhaSBboAXgASAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAbgHyOkk9gf/5//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/7f91/DX8LfI1rfS3Kxw+QRoJVgAqAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIADgBiB3qswYkF//H//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/5f7N/eX2/a1oPPJy6g1SACIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAuA84Hdpqo42HrQf/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/t/1n80fodq6+fpjPaAF4ABgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAKAL4BihanTEmaUfvB//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/+n+Uf+97F1qq1xiMX4EWgAGAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAGAEoDUgMiNyf/Xatl9z3/8f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/+X+bfwZ5PUFe1h6RBoIlgAOAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgASAOIDggpmTVt3bTAl4Hn/tf/1//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/1/9H/FfxF+4G0LIZCzoItOgR6AA4AAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAKADYBdgLeC8o5ptZIbzGcgeyd/5n/5f/1//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/4f+N/nX8cfNFfzCjuyKSS8IPYgBqABIABgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIABgAiAN4DegLGDgZzA7ooi+k0Zc+B9gn/lf/l//n//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/+f+h/Tn/HfmF+pXfqRcvodanpiIyC0IAvgAaAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAYAPgD2AW4AGgT2GKZlKuEXywEy5cnl7SH/pf/J/+H/9f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/2f1l/H36Efnt6GFqfG22/T5XTjQ+GhoAOgAeABoABgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAYAEgAyAKIBagJWAlYKekdKw0NYAG2BXQm7Idwd+cH+tf+h//X/9f/Z//n//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/R/5X/4f/F/fn8EexV1PHQVVCIQkQeP1sKK/oP3hWOBHoAUgBSAFIAOgAGAAIAAgACAAIAAgACAAIAAgACAAYAAgACAAIAAgACAAIABgAGAA4AegBOABYASgLGAcoHKgCqBeYkGpQzCFehh4/HmhDg6ardwSXp2fT98TX7gf/V/6X/Xf+5/+H/5f/1//n/9f/p//H/+f/9//n/7f/1//3//f/x/3n+pf/V//X/of6t+ZX/pf5h/83SIZjB23HZMWmX9rsYuARUo55nuguyIa41tgnKBAoFagCeASoCBgX2AAoAFgHuAV4AQgAWAA4AagDWAC4ATgGmAE4AEgCWABoG6gECALoB0gUuHGIqPidyAUYD5k6YBMri5qqPXgzg3YmgAIacV48VsMnvLW8MsAHu/fz18/jcqdih/PXrgdHh9vH/Hf6J8pniuf+h//H03Wkl4u3+qf9J7OXbSeod+eX6WeqZ3Knifeex9N33ZdgRrd3B3epFoOB+wIMwdNeZvMaBtMjd+6dwl3/rbrb3PfM9ypqfT5/co14rErpDLieeaWqjY1Sa00IYol8XBNoXmhp0ADBbilVeLppsLqPKQa4ngsggRRrkEnoqyndkpK/4BgI6Qkw0KNEJU/bKg5dHjb9JTVZyomNnuJlipaWoTX8mNZex+KmR2xZlC+3COYj5o2V9nHmj1EFaed/Fohmpgb78JkLJHA/x4z3w6HVAmNnW6DwGjec6bzis5Qm3m8oXJSDbDUjcxZwjIE5Av5Y/tgXDyHm7wzZaf69PsoQ3YwyjThNiB6h40Y8W5h49ftxVsO1pjiteGcqoYyaRY3wjWhMbX53LI75ClOOkr/kqsWIJBkodtTzcghmOWDu9bARJ44mczsNVEeHYoa+llvwV0CINZnstgtPtaGUwXBT4P9f+oJPPDsZeJLx197H6PerAFkQ7de38ojoaDOlR9Vf+tLSh8rArwolD/fj6OUJGf1oduTRlbErNSHz3btLW/Wq9ELbg2Dw9laPOS3GpamQPIj3GmOTneSf+qb+BEIDGD3JP4fMxtppDty5Pdk6jorZGUHtN0cC93sfpIhZ2IYTP5ZHe3coyDEgFnLK9Tlfcz3m4XxwyFdJL21K/ol1i65yXCP335e5+ZPoIJ1Kh+mn2g6u/B1l9uSFeNIYJrx3FJH435hz8rs0JUKgp45XjscoJiz55bhdQXiXINISwlzjP4vvDnkQ87wKqTeJitTHl1rT1Db5BMHM/LYoZja6fr8+Fq3Axyq2MzuHNHEvWRKNcoOuesK45lDI5CyAs1ZiRVZqVi011zRnunVrKweLDpYkpNhcd1Didd4WdHJGyRiY4w5H4ZHxwU7wUr+WgwTNKkYpMR0ydorXH5toiPYnQVd7eMj6tvfOR5YpLai8EyraAjhFViP37Q8HemnKW+jUmQ04sn1FdrnE21LEXUzpHaEUZnR7o9heGYMaz9RmF8Gg/GkoVdYXn1mSSEx7sOoHSVlNXn2TQwTnOCa3iRloKuJhhmtc2M6DAe1lBMDNaNpvJ5XpOVMoAEgbOT/ZbomYCrRtWETJp89xMMhZKnNntift9zumqdQ/PpfYnrzsp0jQrVgMSL7l2+3iWf7wLgvwyoP3PechX3ptu/2IICDXmeZXqFVo9dck18Gfuil4kr1FByhrSKX2MvGszoBmFsmOiA+tUEe0FshSNlfuR8KvwyzODi1bDxqw71opXKgxbjnVBRmZbxmn31EBeh7S6Y/U7MT23/efR722QEqxn31QN5CF17PXyqMI9kJ26ND1mR97n3/7SPrIQ4hx2MJAHtfXRS1owXyKFr0SHXjxGstH1rf75K9l3DfVvvW4VGNPR6oyQSpgkgb9kv5oN/2n3RglKZIzrag+vzuV/NyjRzhX+SJ/CHS2Lkf7htE5qHdrp/Rk4uSlB4/sXBhI+tzbyHmG5CTnr8DVewyF6uVOyWLekXdBknnOB2L7+tOZ6qCIEXWtobibKmgF31wSCJi7FpJPFO+/FF2d/POZDhukk3xdnYUkV6NdzWje08yCBinCDKQwm3wgnbZXj/2uaUmHOwMCGAYoLob2pzuYcDoVUp6Iqc3ixy3KaFgeuCbCrcUKOtamWid9hl9b2nrOKVuYDGmorN98UqcYJtw8PgcmnARYFrviNKYL9XgEON3HxzHb79Sl1DmmiQVMVR9g5uJ3ecVrhqRpE3kgck9pgngH6QzGFOhMSMyJhztf5zhn+qqUmAxoFrB/Tmo4KcB1F+5amvr39wqnIQfSOiYN6pLtGbJcRq+e2BK5VKevnOM8Heb11SA5SWeMQ9vItjTpe2NIBQjata1Hzv1FqCBWOjfQx52X9ccD6ZiGm+KwIHnC4UEhx/1HHZhLy2z5JjgMqAzITDpbDrTifIl8t5HXw5XU2ZndliS1xuW7+y6wp9DzESUKt4Frefh44mG6eLGfS4Ko6vnYmOaSLqa/LwGqmb0bzGICbJXR95rz0wfuh5WoLPgWTKgpT4xmyFX9UcfsQ31LQ2dMpdAQxbfDlnlzhwmubyfXb56uzF3BXshY6AiRc4WEffbH7lemGsD13u44mA3YLJcG8Gwo+6gT9QPnAXpRtuTDinqONoQ34vwUk9OyFzvLyPDJTsM1sL1JAAhzCqhaej/PXQXpKboYJlfwLGl5yMx+5TBzOZjoIv7hFYkdzpc3xRgaByBNB4DtLNRxE1FeLtCyCNxjjV4DqyYQ+P3Ez9U+K5PAa0RZ/adHBTQY5UgsVhF1ypoziCVFAQfNlzq39DYWIIhIz2s76Eeo5U0DBVcnrB8zsucU8g62XE2/xiJndgRlwaGE1InHoT/amKsKFUZD7PI4g8gZ4/4HspnMnDosoP/H7SrmrRt4eioV/8zkCj55AWOjVN+PIBlVrg4qo1jSAUFUfvQvd/TX7Cmq6DT5fxahFlLrpCeGd+Cf/efPN/kH1Jcxx3AYwEoiutQm3/dOPz7HhyQF9WLhlMdfYfKZQ8QLUjHZyHcdFhcJTDO956P1tS6iyCXkBvfz86J31mXFeeP9/83CvaK5m6JZRjF1WOyJmWrFBb2UUZ8sB8ooYSy1daSTgfWn+yam4RzaOQ6+nPA45xhItnNH9WDiYUOnmIPpOGf5T4gA2DA4vgq9uUxIwXWT15nQWalOYY0dhwxG1zE3kuXHt/H2rmgq6FHr8Mtqux04DeFBV/CwaWBeN/eX8OT1xfxcFGqF+TkVtLZWe2xhim2YWA7oC5O/gpMuLjZ5QU7o2V1OuL74I9hJmfq7/w2WqSgVqGcFjlwxRbag5SNJQKIFSMZIRP2azXC44u2+1pbCtHjiOEnyHLGoasxjgQDyaWg3pIZHuwtp9qjlexqr94gHCedH4JfQFjuX4UabuIQ2ivZok3ucAFpw1UdRbp/eRQmLGkjgekTqQ/gzeJoY8khClySHgRLZqLIq5FvG7R9IJ2sGl9kn3r+0hoW3gripqpkc63tXmHF8Rp8MTErrrqUryYqYEUkZyHOYllCCJ2eh/jftVAs5MF377RG5gggySAX+EKfUlYY4UUTEV6urRtqL+YiOY9nSWwToIagdPSKX7vXoKBvWN0aWKM+Eedc06Uon5+fyi9IcuRm+HKZHICuXmMH2TLb/WDhQQGd6RP6Xqt8svrzKvzkTN+z3cDu2l2HHfgntGdrMNFgCuCsO40hzgr0FiNG6vW8t/19GQlZIdTgCMqUnSW4CV5xnv0wn/78WmbKhWuLSQHO7mxi4avF1R3rMy5vq2TJJCheAd+eZYAbKV4fXxAcNxfbN5Nj1yB6oDee/R/iLwyd+J/pmi3QzbcBa1og/OiIBh0iYeASyHhfJWPbvtrHsGdcEuufSRKZH/4f5h/UExIiqV0/Xqxt2aDNJNqed6cFYcZFhV/+Xy3cMNyqJAujzpgKmxfjRsUD3hxhLuAm4vUgvOp52hK3jtqhmBEMuBs85ggiGQk90bU9a0Gen8EdYiMlhEH31eHYCgkpBmDoDT4EX6g373uYHthU4yxgCqelpAFhPfjgYGLhrwre3/vdLkdJzVJZPhjIIANgPQvvuQfgYf5VW9wiKyM6PhZOruhkeN2fz59ucMVdil7gZm+0LeH/JfBHB6AB4A/gyY4WfcKZm4E6dT5+EaAl4BUfVx9/ZVKr2R+z1Nkm7YVKSir16mXDS+9kZOeSX7jdHaBN6hRpUiAOo7riPnqPVFPeEtCKi1qX+h6lXkDquKT0X+ff1XsNL9pdzFpdqRVhW+GL1LArsur1oFigEsvhnH7gJCA/S4PuN0tqFBXke+HiHvkfclWgWCiaVV/nH7VlEa/UH6GOeGKCo5kjua/bOlZWid5LKmrqRB/SnvU+zt9ZX6TelJ2cPoQGDbjNoEfgCO00ASVahY7qJgpe7x/271ngzvlOtAkjCzysXxkJH71MXTvRuyT2vDcf1d8TKS1dS16Sk23MLeR24ZP0U4sh4Xgoc3HwkzSbQhuaH+HfwKoPYBI2m92aJ62UwZ/gH8Feg1q+nPRiISO2hjbpxmAuaPrOBmFSYhogVavwqUhr5GK2U3mf/V/An6eQuV+UH7sDiqFiebmfjBDz4RKio2S0oQwNhl3HeA8lO0YDWrmoe84SnuiEU/0BIbDgAyJooqfjkIIY+7KYOZ+7gJ31Vhg5y7TiKeULHoSSDDUz1jeuneCopkShyOFyLwlptTJhI+GQ7Z8XrJFpimrkYB8jNJeHIhtgPWjQG/2NauXIuTQfwl/y5XSjB24JpEh4fNnA1H/jgaLYEfNjU6A+/pJfVa3xRaAf4t8aE3qw6TAc0SqWNGB4oCDwy1vrxJCpcp14H+T21OAxsQ4yGaBAbwAfQVWPYmqVQN5ao61iNp8MnrKkzlkxnxfb1RcXbwMhxWEk4DRgInTHl0tC5QKcCc7fr9/UpRUDqV3O2P7Anp9331iLr6+iZfojlGCIa0u8MSWXoDSJDu6e4AeiiKEIJW1UMDxSYAXD6V/9H/gfx4/ZWdlf7eRy4xOaIkSYJV6ojwd8ALTySZwkX2EhnCCNmRTdZqeNkp4Ye0GPH33BxNNZ07BjHmGVnQmdslYLAPahJJ8Z30rg6Ohk8rWgJvMJEfnCF2HR4cNwQqFXYR+AnF/myLMcH5/gFuhcZ2GKYCJhtuBAoAIgF27lqhxMJccEnnPf2z9KIEJdppSzJRifo9/s2jcWn9wyAPZhZKLMW4MlC+Ah6n2IJKANZE1iBiA7JPpgmyDZe//f+F//nVmeNR9sX8p39CCcmz0fGuxqJEKnwSPqI5I/Jl0RdDXrWd1N/Lxqdt+wn4wphatkYIigDuXgJCHy5LClGpHfgh8YVAlvRdgo+CDgrFTIWZ9oC4+F+TAhGKMcI2ShJTc23lIcswU9mLqe0tfq5PNkgqTGII0rUn6SoZQgcxGKGWszxal/TSRfxl7UYwgEQQuAiHCfIp8HVB5qFW5giUd7aSXlnmcfmTmE2YKf3Ia6L2SmMaDufQ6u5eBAYJqejV55RRLBu5+fn91or6CbmS87KqEJSJ9fkp0D8w4+i5KkrSxuMpl21fK6RVran9vKSFLQYiDgRKzkoHVkdgMuX/4YN7r0378f019Eoweiul+/VN76wt2eV06rwqOA43EhkqcQTMqfTO3eInJRU54zYDFg/AkZbUaf+QM+IFE2P5/+n8Jfrp292AyfW4IOoE0dkZ5CpYxAWx71Hvxa0p+hn9CJ9KHYV4pZPOe3Smpes0Ge0RoewKzRlgrGhWM+ukSfrVMfwBSGS4+hH/OCJOBXCPqunqfomoRL4Mst511vFnk44RYNOp9L3zl79t5R32dqjj2NoApgKGyOoEigJCBw3umeeR5qHqpf0t/dod9gil9RmBT4Zh8WnV4MQWibSATl3mAWI66vOaAZoAfJvLm4oHTmxGSjoCDxG+6dwIQff9/an9DMhhvmmh/da2BmIARVT5U1JdxgMeKwbebo03NdWO4oneLNTpkAm/nCnmXNx+AjIC3iVuBsgC8CyEryGQ/cj91N/NJpUSIdeWwl1aBLCPmAxuVrop5gtSAu4VqjJDKaFrHd+tpxcNa8HFntupQgKSBg4psgZLLQbVvgNiJYnRrDLKywLqlZCt/96FigKxtM2+oF/lk1s+dsVCBdYOwa9HdMswDfR0OiJV8djJoaoDUgH3A8JAQebRmaonVaud/REGphqeWL3s6P16App1jfPmReTGafptoElAmhPCIIl8J0yBjA32ON3R0iH6oAd2AD6MQggGCfm4vpFJcpX+0fDGQmPqRfQJ9r4ORgfpnu37RvxJcz83tg8GsOdiZxC4PIn8ec1PfvI4DoA5acahcgHwNVf9PvjR4LoVPKvl/3X++nEyJZYhtSM85nZybGJR/WEa5btB1+GCMfo0f7RyamEC87P95C1DazyHneEn/uwFLfF8u1Ddof/DfumayfTO2JIcejzWlNnwyrhmCLWbiVtlMtn+iBzSPhy1Rs8AAUkm+UM17+mYhFAjGF+3Fr6eBJYcbgZ+tTHHAifl+3X+Ud7iX5tjxXkNjgJi4cMh/Y3B3ehR/vNaqiW0tXYEYhH6IyornjSyDHueSA6UIwb0q1mG8ZiVgdFB/JHv/f/R/vry0hxE4mEL+HaOCnpVWe4sR3QSybLkOZHnOelIckCLuouYNJ0zB01Aywj/0gZmAJrZf2zN2r35NfqpUBXg2YranQIHSwa4F4Ov53i1d9U/QSANSvNdFjSQIrHl0y85VlnYvZsaZXbTZV21YEAP0iraxSM+wMFxyuzjc0dF24HpC3+aNboy5nyUHoYSAvBNql38Hfvp7okTYkdFQvc+mEEbkyPv8GLWE54mH4EXlqZJJnrdL5UXyTTJix9OKbrx+bGfThJuPDPScXtWCvJFkeBl+zWuxaFtVxpBhjF+FKQhOaecuP3FUL+U2FO2dimaFh4Aomt+IEbvyfdsxAnbNe66c6IE27CiKg4QsgH2ZjHz/RDaEzxyDUUuwDcyM2Lo9cocxqteW9YAvl4G1Uyb8lB+OeS+K1ynqXXz2QrdZn33cmy+A1oJui10yaZGcj1gT3notIDhueXNRnivpsoDNiFeSfaQJe+lHu62RjKLVPYbDh/hGwpp3jGB8WjHuKs1+xYoygMurEKka4W6AE4AdYx98ciT/frfNn4SoJKeww9KuNgJDyX3oy9SFMJxZulaHmoA/iKqX0GkKf3Wu03zYfwg644BtEhpuf9Uh3wh8h33cRKhiqnXQokaBQNZygkuAvon8lHzNSMkUQtVdUzNE0Mv2dg5BeMZ/vX8+ddB9vXtdgT6AnbAF3QfojIKcvEtsB2cSB8191nS8ZfJ5uiVdvgmWRA11YHvmv45g4qCGW4HAVoN3rGFhf8h9KqZj68T7ZoVzgBSrWMukGy2Nnl5bbLT2kzds9l6b8ub1fJMwAwTZdBdV6KGb2dpxlHJgv4Cd8cTZV7UNjnmyel7KHnfjd1fXdIcMkSeh02V0kYgERX33eKxY1lwE4yeDGSm4+h3L1648k/29g4YStUkF2KcIpcOj80oh7jldTnppo79jcXxo46aBqrmQLDFjYYnmRFJ/DGUsTQxaFdJfghWVub8xL5jvDzjfY5LJ4BYNuteSn5zVkQjvPr0Ndcd/cAXHeDNbpoCRgH1U1yDjh1qAQG9af4GsEr4/9pmKhvs7dtDE4/tJ196vpIGlgTTkx1Mmc8KqeFRFbmUGAX/8fjXbKX+EfV2AR4C/khm1EnaYqwBgtXv0aM59ynh/Al32o1BBgbSOgpEmCLN6F/1kVR/qJ6KmixmV1aMdgjoGtnYzqWJ+c3qOjC+OEyVNYa5t14Ii/Jp/o2fgfy18KoXAsh5EWIhanZYLRBj6XkiRRYlksJOJ0YIUjOuUqLAMdpV5M663frN6G5LdgPuIugLENc2Oq3zkf7AmZWxOZgSEp4PD0xeAXIDlga6BYrBvigP5yk0AuRyhU1HsGEZLa350fOk+ZH/XdrqA9oE0im2RpBGQgBqWFnQNqe1NnXgByNplS3gRnVqhBYJQkdFKGYf2uvqJHIAigcoTrxV4typ6UHAzmobbG5DVgO6Ew41NqJNYdJg8eSN29YgCaJ1pZoka7+9kyYFlmDE7SuAondGslWlT1oWJo4Kst5ZSicw1MSf2T4vMeTJ9BJL5h+qC+ZaBGCqA5oQOeBRNaWzuf9AK1pu4dxbJKMIbpXWEmxrBsITJ9mpmlTGCn4MfinuAV5Mq+3iCEXYcf+9btIu8llxDYGYlnpFzZX+7SlV043/JRIS1a3dMil+F+I21lJOGjoKdY7h4Ii8pB5ieBZNFHbJ45HwudpN+tibu9I2AvoEnQp/CPoNOTKF72GJZQ+R+hnj3zVl+BRn8hi9DXFZrgcCKSU7GfPl7DNw/fFB/oSZwaAz0IIFx5OMSM65uhEmCCYMdfLAgWJZSeBNoaa0MYkl/ZyUnfgYrsMhVnq2CAQApCPU9TnkQeaLFPKWDX46AK4DVggSANYOxwSQpzpOF2yas43/PfNeDVnnaem1yD3+yfYGJVCfVu9CLobLwrR8wM4MagDWFi062h2eAw5CLhZYf/X8RfKRouG49bHv2LaMChRp5OuY2gIh+63/YWCJ/4X3FkjI+9YhGgMSASIAghCeCrKhZRMd9iT47NRR+rDH02pccShp9+QB81GH4gbWIsYBT9FQvEICchelSYY5yp1dbB2pjf9h+qG5pdsHsypXg15oPyClGeNuTKIAbxb380z/eWLNXe4A0gNuDKoiIXgaHSHw7f1S+xXr7f39i14pJTqNG3UQ+G5LyiotCj3+weIA0gP2HdHGVO1+fSX2JerJVxI+/upyHxLWyeVRSVX0bRjd84HlXoqKBiyITXja1zAdt9Dn2lZTFqa+qwJla2GUhHxey0utr8XWHjz2tsJmUparLazmph9iHMWH4zMP2JYJx+VA3SoRviSxpFH1X5yV49XvssGyMhU0FUy+95cGAvwyhc58w1lI44oh9xfulaYB6j/VhEH8WIHn//o/bhLKJRX7HSM2E92jgflcxs4y3bha17od0hWuXatdZI7w10oK1hej1q3/vdF2Qcwh2Lwr+RssCMjus5fchYdmAEYiWwOJ9ijSvgBaZkXaKRWmCzfqz2qtmHXOKvvXMBKAXS+oarBXMawd/i1VdhhlFXVyxjYCB1oNotN5KwHPAgGmAcrPif3lrgq2gd4JFuW4n8pF4nAzm65L0LIA+j3w8i39xcrBHTzvVzPqIDoDCWTp+bH8Qf0MFY3zbetR/nJyWgA+dUVrWB58W7XXFZ9NnmGv2e6LYUuxZjCOAsZLAyI8Zj6RkADl0wn+3f8Bv039Jeld88xOHwM9dS3USft3fD5h5hUlUb109DlHde8bL58CUYNG+1m0PH+135MNpfVfPZG5aTF9wI+5Fjxjzgm+WxJKGxcG3lSJT3UaCFoumi3KsEZ4NekdzlzX1Uy1tK3FX/J5Dj8D172Sci5j0i2OTJkM/7luqSIlHu/O5OZEzyUbbhAhqH+ZlGi2m13FF3UBfJlnEm2W+PLLDg6HrL3h39mLPXWvIlvUf1nw7fxoU0lLrydv+woqZQiQORCrI0cOOAISuzbowJ4DBI6l6Leuxi420ilJ+RHaVx6fZv3JBfxBqHl83mqTBdQmDeTx93lij9O8foij0AKemgYA5gBeDoawdrJln+hFyfId/pl0pCU0Bf7JEeBybE4FVlyF/+381fgBvvu+mFEWCYQrgcpZVlMc0hbrOpHT8fzttzZjW7A5ES/RronKVY5Pl9JAbRSMhY/v+lXmdeHlBHO9zFGjq8YAfgJ+AtRwJfUN97Gl5RAf3thCMIYT5wji0tj6B2IKsUqZ0O3jbdHBs3nEPR+bjAoYQgLqE/o5ghkyDm7JKWva16bCvgKaEeYLcgReCn4ANJ4t6d3/bHfC8Coubm+VKuFawXgFyRWrzxa4qvvRIwyeKTYGJmxns8p5Ag4eLldqI5vrtR6eOmzCNNoW/0eld33OgvDqtKIKq2b5NQtv6sjsPiHH+a8x9lUY0fkt9h3RR2Z6JN2tiepB/83vETvvEDNZcpbWcRMV/gW6H8DR0eqv3Mu/R9qKAfdRJQRdlpoumiHmzVn7+f9Z7/0JSo8R0892k70B8Kjk+cAdZGXyuIC2XD4eKmPlDe5YurI2NlUMdf3FooZO1gLoqohN0GVSouNQFc4x3D3pkrf8Q8JNTioW3zy1rfyFpbckkigJr2nfTyruDkIQ8A1Unq8amji1aMHNAZrmuloDDohDtwd3rkq0/eGcgdiRU/d0yKF+ftZ+igVWg2H0xfxlmXrj2bbVtDFIek9yT6Up3da5+zGFedT57JXgQTWvPlMCguSwgMS5YVL5PQS+eAfyw7NonhKqBVobjlh9AaBhP9l6by8N4qbO/gJ1MlPblUcPZ7QM7al8HC/rMHZ3Vis6TeMYC0YXjY0EUJG8z2zt6MEAMo68BxY7thEfXfAx94GU8IJh1SQ9s2uqZnb3FPe8g83YUdIF8VcvuiHOeaKxV6zmbIsmzSyZ9DxgQikKf/B5zSy2V6owJ4MJWJHnDHt+uQdtz6z6SzoTYlzcXrD8yjWSP/QXjTHwB6a9jwZz5MiI40RCxekbxex9s2wls6UI+RWWvBAqme8QjKR1pemBqAYcBKBdJ2KWiHcK6Gbwdg8DFs3sFU0d57+uR75fpu5PPdqQTmKICTVWp9s2WkrjJSARUp84niVKYthqoXjtBaDQYZDBEvb42pST91GTOSxH0FVmpfp197D2c/V03a1Wsa21bYkgxdw1+wnjvaZ9kRUuLR/1joU4IC6JpP3+9e3052E1HamspEJyet55cgHARVtFZ0lDtCBqcRoX2r3NXxBC5jQCbgPFf1+aSeYJIgyyf2Zz0hBmGO5bykvqMnYi/g2iENIqbij6L4JKyllaKL4SmjBnK9tP3jS6D7Iz/vmnGi54eqbYH8huGp5WZbPB9SAMaHcDhvZUmwXK/aT0rCCy8Sz9B1SDhLg5qc3lwZ2pUlHIhd0RhrE8cZ+9yo2uBWzRlbXlPfJN2U3A+cydzK3KQcaluc21idbJ7PX2afOl7+nlKeLV4inhWd9Z3QnpwfpJ/AX/4ehV6bnwYfLR6H3tQfKF9OH0Xe3562HoZd6Jvt2UeV8JHKT/cNYYh0/VTxcyn8JWdiHqDJ4JMgYeARIAkgAuAAoABgAGAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIACgAOAA4AIgBuAZIASgkGKYZtAtvznGS1jYnB50n6zf91/5X/uf/x//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/1/+H/wf91/yH/Jf69/Un9vfmV9p3x/fP9713vWez58FHyafGl9Y370flt/e3+Qf6J/wX/ef+9/8X/uf+p/6X/hf9d/xn+DfzB+03mcbJU83eMzpKeJDIJRgAyAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgA6AuIA0hgGuQzMjecB//H//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/6f+9/nX9jfl17pHbib+JuTm+4b9dul3Fxd/l8936mf+J/+H/9f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/3f2t/RnaNFWmPqoAHgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAKAJ4GEuKNw3X//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/5f7J/xHwdYsnj0JObgrSATYBVgJ+ApoHjhImYx/nWadd92H/9f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//X+DfvT8VIEBgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgA+AwI/ocvt//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f8F/eG3fo8KABoAAgACAAIAAgACAAIAAgACAAIAAgAGAX4CsnIVvzX//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f9R/EwxQgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAOAj4uRev9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//fxh/liB1ggOAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAICBgCjORH38f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/9H/aKj2AAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIA7gXBW+H//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/+n+Fe6q/iYABgACAAIAAgACAAIAAgACAAIAAgACAAIABgNuAwPGzfv5//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f3B0K4IAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACA6IE3Xvt//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/Wfwl4qu36gh6AAIAAgACAAIAAgACAAIABgBuAkYRcGI1++3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/5/FHX6hAGAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAGAJYdgdv5//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/h/n38wfm96m3Uqa9Zmw2/+e01/7H/9f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9/nH/3GgyBAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAmAQJM+ef1//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//n/Vf6144taXgQKAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAFgECF9lG1f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/1/6X+VftpqqdgHhjGAAYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgAKAPIFt09J45n//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/yf05/pXYPL9yawIEYgAGAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACACoBEgV+XqiEkeal//H//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/+f/J/rH+MfYhufBEdo3iEpoAVgAKAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIABgAuARoDmgVCME7xMIz1kOHiZfZ9/8X/+f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/1/93/sf9Z/jn+ofid7zXH8WWswmfM/vaKZj4ncguqASYAggBCACYAEgAGAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIABgAOACYAUgCeARYCWgDWBvILrh7iV/KyoynXiP/o/IddTVXCoeEp8eH0ofut+hX/Ff+l/83/zf+9/8n/zf/h//X/+f/1/+n/4f/l/+3/9f/5//X/6f/V/73/sf/B/83/uf9p/nn85fwF/2H6ofjB+43yaee9zZ21xa7FnKlsaRPguYRfk/JjklNLIv9S1O6n6l0mL54ifiUSK4IekhB6D9YLlgRSBX4HYgpuCaYGzgKaACYHmgYeBJIELgYOB/YEHgrmBjIJVhAWGsYOugtGE9pCvnaCct5ZVlGObnLCcxG3PMMxJyPbdmA/fIS4JffCn9UkiyVq9Y81XzU37QJFDglv/aopulnPCdOdpJFbdWthoOm4qcmF2aHM/Z4Nh+2R3Z7tl2WMmac5rsmG4T8VBYEt8ZdRrTVDnIfYG+BDzNSVSsEOSHsARyBJN+qbY4tYhBJI20TzLAs676Lgj7bf8y/cV9ErPILdowIm+RuByLkMjFMqEomSeSbxH5TQYzz8CI27UuKajzosNFA7+BOPzZvrq+57bT960CTcx1i5J7/DIKd5N9tb6eBIKUQFeRR9Cv9+f+uBTOclm2UfC5TK4b8VY/j0nH1UcUS0LgroPqqLjyS6tbn1uyyXkuL+7WwozMYE9VBgbCSQ95GHkEgi7D9CrPDBlVUFKP+DEh7AIB0RanEojCJkXN+luqfKu5gi3Q3oTE/x91uzt8sRv6KWpEMpYNJzbZsOLlJ0Alue+FsKxrqPnEubY9iXsoLuiJLK2XsFlgsWTnYKSLuuvXqtEGwcvoabW+zDSV7Ilxe/gDzQGeWUf5Ob9sRQEZHVtmQuV4Ky0QT6UQVJnXyVH6dr7AvZ9N9Xnmh6ZMB06Ch0D0AT0UtkRNbQ6sDeG3M7AMd0N6BIx5exYDZvqGx1Z/KvYe8/y1mwwwPX9KWbpLAPRGefyS/glwSgcmQ81C5oEwfi2XMwGCgsb12QKbhHUAfocNua2Xur2BBaT2x4KJye09sDyAcaFK2vyNVod4Z7Z0O0P8D0FecA8Ac7bgACy+CYq+OCrupvEIujxPmbg6v/SvUzv3yisuGb1DQp7WYX4NMAJtWMJHGBf+kMjOKinAH481CeCK2TGtSHH+BYMxeRi2RI7VBL/P3b/mAZc5iPlQOv75Hg8gu+yEKzq0/esIcrupfbG4ojym9l1BiDjTRsXLF31fd90zG8fCPFT3ub6SQZXH4vxs+wXIWwnUPXj5Qfl4RS4OiPXkegyNKVNiTMa7XzfBwcgBrEOmEMXJ24rgh067jXsRiFNPWYQKeQnCSQxQgjZDs0sqyrb9GTUYgUPFNUbDxKv78MHjSpTFlrzPPx3FAwAr9q0+rA4KCU/BzMDa/mU/vP8wwOoFTAatBy4Cf/v1+cC/s8TMhGPCuj+fO2S4pLbhd7d7Rb2JOkp1XXFZL0vv6/DycJlv2O37Kqqoa2c85sBoIGiD57ol3SY4Jn3lpqUfpgUoJyjdKberB+x9LSuufHBms493WDpAfQ0/C//zAihG38vZkSHVPxdQGFjZKJoAXELeCR6KHmjeOV4lnh1eUV7+Hute0F6dXi+dvd1zHOHcQpwHWyqY8tZd071P2ovviGwFpIO4gPU+DfrkN4+1LvPYc39zx/T4NlN3jniEegx9jIFaBZ2Jko4lEWrUn1Zu2Mabpd0cXb7dzp5sXmjeQp6J3omegh5f3YhcsFpnFpMQywjnfzS0lmxLpk/i1GEm4GGgC6AEIAGgAKAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAYAHgB6AjYAqgwuO6q72+mxLN3MqfsB/9n/+f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/p/2H+Jftd110cH5oeXsISngB2ABYABgACAAIAAgACAAIAAgACAAIAAgAOAD4BsgGGDEZur/PhiR3y7f/p//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/1/rH+acq3OUYMcgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAB4AAhzlIq3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f59+uasQgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAnoDDS/V//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3//f/9//3/1f1a7AYAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgACAAIAAgASA6Tb/f/9//3//f/9//3//f/9//3//f/9//3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\" type=\"audio/x-wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "output = generator(torch.tensor(batch[0]['mel_spec']))\n",
    "mel_spec_2_wav(output, config)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "19487a92-ea07-44bb-8b49-03f01ec0ea56",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "339da4f4-8944-47a8-bcfb-ca297ce769eb",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_3062/1354969680.py:5: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n",
      "  train2 = torch.tensor(mel_spectrogram_tensor)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
       "                    <source 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\" type=\"audio/x-wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "test_file = 'Data/Wave/000001.wav'\n",
    "y, sr = librosa.load(test_file, sr=22050)\n",
    "mel_spectrogram = librosa.feature.melspectrogram(y=y, sr=sr, n_fft=1024, hop_length=256, win_length=1024, n_mels=80)\n",
    "mel_spectrogram_tensor = torch.from_numpy(mel_spectrogram).unsqueeze(0).to(torch.float32)\n",
    "train2 = torch.tensor(mel_spectrogram_tensor)\n",
    "output = generator(train2)\n",
    "mel_spec_2_wav(output, config)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "0b06318a-104a-4801-9868-529219e19dfb",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "10d79afa-1d76-46bf-b941-5374cdb249f1",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "c5c4180a-e7a4-4c6a-bfca-e4e0523f9307",
   "metadata": {},
   "source": [
    "这里遇到了第一个比较需要思考的问题.mel频谱图的长度肯定是不一样的.为了将不同长度的mel频谱图应用到同一个batch里,需要进行动态填充."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "3c540b0a-0b9a-4f90-8596-ee17c3ded7ef",
   "metadata": {},
   "outputs": [],
   "source": [
    "class Encoder(nn.Module):\n",
    "    def __init__(self, input_dim, hidden_dim, latent_dim):\n",
    "        super(Encoder, self).__init__()\n",
    "        self.fc1 = nn.Linear(input_dim, hidden_dim)\n",
    "        self.fc2_mu = nn.Linear(hidden_dim, latent_dim)\n",
    "        self.fc2_logvar = nn.Linear(hidden_dim, latent_dim)\n",
    "    \n",
    "    def forward(self, x):\n",
    "        h = torch.relu(self.fc1(x))\n",
    "        return self.fc2_mu(h), self.fc2_logvar(h)\n",
    "\n",
    "class Decoder(nn.Module):\n",
    "    def __init__(self, latent_dim, hidden_dim, output_dim):\n",
    "        super(Decoder, self).__init__()\n",
    "        self.fc1 = nn.Linear(latent_dim, hidden_dim)\n",
    "        self.fc2 = nn.Linear(hidden_dim, output_dim)\n",
    "    \n",
    "    def forward(self, z):\n",
    "        h = torch.relu(self.fc1(z))\n",
    "        return self.fc2(h)\n",
    "\n",
    "class VAE(nn.Module):\n",
    "    def __init__(self, input_dim, hidden_dim, latent_dim, output_dim):\n",
    "        super(VAE, self).__init__()\n",
    "        self.encoder = Encoder(input_dim, hidden_dim, latent_dim)\n",
    "        self.decoder = Decoder(latent_dim, hidden_dim, output_dim)\n",
    "    \n",
    "    def reparameterize(self, mu, logvar):\n",
    "        std = torch.exp(0.5 * logvar)\n",
    "        eps = torch.randn_like(std)\n",
    "        return mu + eps * std\n",
    "    \n",
    "    def forward(self, x):\n",
    "        mu, logvar = self.encoder(x)\n",
    "        z = self.reparameterize(mu, logvar)\n",
    "        return self.decoder(z), mu, logvar\n",
    "\n",
    "# 模型参数\n",
    "input_dim = 3  # 示例输入维度（音素、音高、能量）\n",
    "hidden_dim = 256\n",
    "latent_dim = 64\n",
    "output_dim = 80  # mel 频谱的频带数\n",
    "\n",
    "model = VAE(input_dim, hidden_dim, latent_dim, output_dim)\n",
    "mse_loss = nn.MSELoss()\n",
    "optimizer = optim.Adam(model.parameters(), lr=0.0001)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "011652be-73b6-44b1-a0eb-44377c337112",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "d12bb4b3-d55a-40be-aef5-84cd00ee1009",
   "metadata": {},
   "outputs": [],
   "source": [
    "num_epochs = 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "6b969c33-4147-4686-b8c4-73611786f8e3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch [1/1], Total Loss: 1664.8977, Reconstruction Loss: 43.1457, KL Loss: 1621.7521\n",
      "Validation - Epoch [1/1], Total Loss: 110.1359, Reconstruction Loss: 43.5842, KL Loss: 66.5517\n"
     ]
    }
   ],
   "source": [
    "# 学习率调度器 (可选)\n",
    "scheduler = optim.lr_scheduler.StepLR(optimizer, step_size=10, gamma=0.1)\n",
    "\n",
    "for epoch in range(num_epochs):\n",
    "    model.train()\n",
    "    total_loss = 0\n",
    "    total_reconstruction_loss = 0\n",
    "    total_kl_loss = 0\n",
    "    \n",
    "    for batch in dataloader:\n",
    "        # 获取填充后的批数据\n",
    "        padded_mel_spectrograms, padded_phonemes, padded_pitches, padded_energies, lengths, mask = get_padding_batch_data(batch, normalize=True)\n",
    "\n",
    "        # 构建输入张量\n",
    "        inputs = torch.stack([padded_phonemes, padded_pitches, padded_energies], dim=-1).float()\n",
    "\n",
    "        optimizer.zero_grad()\n",
    "        \n",
    "        # 前向传播\n",
    "        outputs, mu, logvar = model(inputs)\n",
    "\n",
    "        # 计算重建损失\n",
    "        reconstruction_loss = mse_loss(outputs, padded_mel_spectrograms)\n",
    "\n",
    "        # 计算KL散度损失\n",
    "        kl_loss = -0.5 * torch.sum(1 + logvar - mu.pow(2) - logvar.exp())\n",
    "\n",
    "        # 总损失\n",
    "        loss = reconstruction_loss + kl_loss\n",
    "\n",
    "        # 反向传播和优化\n",
    "        loss.backward()\n",
    "        optimizer.step()\n",
    "        \n",
    "        # 累积损失\n",
    "        total_loss += loss.item()\n",
    "        total_reconstruction_loss += reconstruction_loss.item()\n",
    "        total_kl_loss += kl_loss.item()\n",
    "\n",
    "    # 学习率调度器更新（可选）\n",
    "    scheduler.step()\n",
    "\n",
    "    # 打印每个epoch的损失\n",
    "    print(f'Epoch [{epoch+1}/{num_epochs}], '\n",
    "          f'Total Loss: {total_loss/len(dataloader):.4f}, '\n",
    "          f'Reconstruction Loss: {total_reconstruction_loss/len(dataloader):.4f}, '\n",
    "          f'KL Loss: {total_kl_loss/len(dataloader):.4f}')\n",
    "    \n",
    "    # 可选：保存模型\n",
    "    torch.save(model.state_dict(), f'model_epoch_{epoch+1}.pth')\n",
    "\n",
    "    # 可选：在每个epoch结束后进行评估\n",
    "    model.eval()\n",
    "    with torch.no_grad():\n",
    "        val_total_loss = 0\n",
    "        val_total_reconstruction_loss = 0\n",
    "        val_total_kl_loss = 0\n",
    "        for batch in val_dataloader:\n",
    "            # 获取填充后的批数据\n",
    "            padded_mel_spectrograms, padded_phonemes, padded_pitches, padded_energies, lengths, mask = get_padding_batch_data(batch, normalize=True)\n",
    "\n",
    "            # 构建输入张量\n",
    "            inputs = torch.stack([padded_phonemes, padded_pitches, padded_energies], dim=-1).float()\n",
    "\n",
    "            # 前向传播\n",
    "            outputs, mu, logvar = model(inputs)\n",
    "\n",
    "            # 计算重建损失\n",
    "            reconstruction_loss = mse_loss(outputs, padded_mel_spectrograms)\n",
    "\n",
    "            # 计算KL散度损失\n",
    "            kl_loss = -0.5 * torch.sum(1 + logvar - mu.pow(2) - logvar.exp())\n",
    "\n",
    "            # 总损失\n",
    "            loss = reconstruction_loss + kl_loss\n",
    "\n",
    "            # 累积损失\n",
    "            val_total_loss += loss.item()\n",
    "            val_total_reconstruction_loss += reconstruction_loss.item()\n",
    "            val_total_kl_loss += kl_loss.item()\n",
    "\n",
    "        # 打印每个epoch的验证损失\n",
    "        print(f'Validation - Epoch [{epoch+1}/{num_epochs}], '\n",
    "              f'Total Loss: {val_total_loss/len(val_dataloader):.4f}, '\n",
    "              f'Reconstruction Loss: {val_total_reconstruction_loss/len(val_dataloader):.4f}, '\n",
    "              f'KL Loss: {val_total_kl_loss/len(val_dataloader):.4f}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f186cdb8-9176-4503-bfc3-01398d10135f",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "3e82a9c5-ee09-4871-a7ac-ceed37254af1",
   "metadata": {},
   "outputs": [],
   "source": [
    "test = torch.stack([\n",
    "    torch.tensor(batch[0]['phones']),\n",
    "    torch.tensor(batch[0]['pitches']),\n",
    "    torch.tensor(batch[0]['energies']),\n",
    "]).float().view(-1, 3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "79cb3a24-fc3f-4fe2-a687-e9d9eb796fd9",
   "metadata": {},
   "outputs": [],
   "source": [
    "outputs, mu, logvar = model(test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "9d5c6c40-b72f-48eb-b038-06ad5a99538f",
   "metadata": {},
   "outputs": [
    {
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\" type=\"audio/x-wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mel_spec_2_wav(outputs, config)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "26cafb3f-8e1e-4e36-9a48-08343524674d",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "746f79fb-3aef-45bd-ac66-7378d9dfc4f2",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1242ab34-ac82-4dc1-9475-7c061ebc4cec",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c16401eb-a144-40d2-9c43-07445dd0bf0f",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bb7021f9-8fad-4639-a7d2-cde79e99445d",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "3411ab12-6f15-4f86-8cc5-491bc5ef9bcd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "tensor(2023.7126, grad_fn=<MseLossBackward0>)\n",
      "Epoch [1/1], Loss: 15505.2598\n"
     ]
    }
   ],
   "source": [
    "\n",
    "num_epochs = 1\n",
    "for epoch in range(num_epochs):\n",
    "    for batch in dataloader:\n",
    "        padded_mel_spectrograms, padded_phonemes, padded_pitches, padded_energies, lengths, mask = get_padding_batch_data(batch, normalize = True)\n",
    "\n",
    "        inputs = torch.stack([padded_phonemes, padded_pitches, padded_energies], dim=-1).float()\n",
    "\n",
    "        model.train()\n",
    "        optimizer.zero_grad()\n",
    "        \n",
    "        outputs, mu, logvar = model(inputs)\n",
    "        #print(outputs, mu, logvar)\n",
    "\n",
    "        # 转换输出以匹配 mel 频谱的维度\n",
    "        # 假设模型输出维度为 (batch, n, output_dim)，需要调整为 (batch, output_dim, n)但是现在看来不需要了\n",
    "        # outputs = outputs.permute(0, 2, 1)\n",
    "\n",
    "        reconstruction_loss = mse_loss(outputs, padded_mel_spectrograms)\n",
    "\n",
    "        kl_loss = -0.5 * torch.sum(1 + logvar - mu.pow(2) - logvar.exp())\n",
    "\n",
    "        # 总损失\n",
    "        loss = reconstruction_loss + kl_loss\n",
    "        \n",
    "        # 反向传播和优化\n",
    "        loss.backward()\n",
    "        optimizer.step()\n",
    "\n",
    "    print(f'Epoch [{epoch+1}/{num_epochs}], Loss: {loss.item():.4f}')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2939bd9c-24d9-4478-a0df-d79f601ba40f",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2f855dcb-303b-4bd2-8269-d46ddc2bb975",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e3bcc2be-806f-4187-9528-234b41a1bb9e",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
